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Oral 1

3D Vision

Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence (PDF) Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li Robust Pseudo Random Fields for Light-Field Stereo Matching () Chao-Tsung Huang A Lightweight Approach for On-The-Fly Reflectance Estimation () Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nießner, Jan Kautz Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus () Runze Zhang, Siyu Zhu, Tian Fang, Long Quan Practical Projective Structure From Motion (P2SfM) (, ) Ludovic Magerand, Alessio Del Bue

Spotlight 1

3D Vision & Video Analysis

Anticipating Daily Intention Using On-Wrist Motion Triggered Sensing Tz-Ying Wu, Ting-An Chien, Cheng-Sheng Chan, Chan-Wei Hu, Min Sun Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction From a Single Image Rui Zhu, Hamed Kiani Galoogahi, Chaoyang Wang, Simon Lucey End-To-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall, Hayk Martirosyan, Saumitro Dasgupta, Peter Henry, Ryan Kennedy, Abraham Bachrach, Adam Bry Using Sparse Elimination for Solving Minimal Problems in Computer Vision Janne Heikkilä High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference Xiaoguang Han, Zhen Li, Haibin Huang, Evangelos Kalogerakis, Yizhou Yu Temporal Tessellation: A Unified Approach for Video Analysis Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf Learning Policies for Adaptive Tracking With Deep Feature Cascades Chen Huang, Simon Lucey, Deva Ramanan Temporal Shape Super-Resolution by Intra-Frame Motion Encoding Using High-Fps Structured Light Yuki Shiba, Satoshi Ono, Ryo Furukawa, Shinsaku Hiura, Hiroshi Kawasaki

Poster 1

Oral O1 Posters

Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li Robust Pseudo Random Fields for Light-Field Stereo Matching Chao-Tsung Huang A Lightweight Approach for On-The-Fly Reflectance Estimation Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nießner, Jan Kautz Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus Runze Zhang, Siyu Zhu, Tian Fang, Long Quan Practical Projective Structure From Motion (P2SfM) Ludovic Magerand, Alessio Del Bue

Spotlight S1 Posters

Anticipating Daily Intention Using On-Wrist Motion Triggered Sensing Tz-Ying Wu, Ting-An Chien, Cheng-Sheng Chan, Chan-Wei Hu, Min Sun Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction From a Single Image Rui Zhu, Hamed Kiani Galoogahi, Chaoyang Wang, Simon Lucey End-To-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall, Hayk Martirosyan, Saumitro Dasgupta, Peter Henry, Ryan Kennedy, Abraham Bachrach, Adam Bry Using Sparse Elimination for Solving Minimal Problems in Computer Vision Janne Heikkilä High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference Xiaoguang Han, Zhen Li, Haibin Huang, Evangelos Kalogerakis, Yizhou Yu Temporal Tessellation: A Unified Approach for Video Analysis Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf Learning Policies for Adaptive Tracking With Deep Feature Cascades Chen Huang, Simon Lucey, Deva Ramanan Temporal Shape Super-Resolution by Intra-Frame Motion Encoding Using High-Fps Structured Light Yuki Shiba, Satoshi Ono, Ryo Furukawa, Shinsaku Hiura, Hiroshi Kawasaki

3D Computer Vision

Real-Time Monocular Pose Estimation of 3D Objects Using Temporally Consistent Local Color Histograms Henning Tjaden, Ulrich Schwanecke, Elmar Schömer CAD Priors for Accurate and Flexible Instance Reconstruction Tolga Birdal, Slobodan Ilic Colored Point Cloud Registration Revisited Jaesik Park, Qian-Yi Zhou, Vladlen Koltun Learning Compact Geometric Features Marc Khoury, Qian-Yi Zhou, Vladlen Koltun Joint Layout Estimation and Global Multi-View Registration for Indoor Reconstruction Jeong-Kyun Lee, Jaewon Yea, Min-Gyu Park, Kuk-Jin Yoon

Biomedical Image Analysis

A Geometric Framework for Statistical Analysis of Trajectories With Distinct Temporal Spans Rudrasis Chakraborty, Vikas Singh, Nagesh Adluru, Baba C. Vemuri An Optimal Transportation Based Univariate Neuroimaging Index Liang Mi, Wen Zhang, Junwei Zhang, Yonghui Fan, Dhruman Goradia, Kewei Chen, Eric M. Reiman, Xianfeng Gu, Yalin Wang

Face & Gesture

S3FD: Single Shot Scale-Invariant Face Detector Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li

Low-Level Vision & Image Processing

Amulet: Aggregating Multi-Level Convolutional Features for Salient Object Detection Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Xiang Ruan Learning Uncertain Convolutional Features for Accurate Saliency Detection Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Baocai Yin Zero-Order Reverse Filtering Xin Tao, Chao Zhou, Xiaoyong Shen, Jue Wang, Jiaya Jia Learning Blind Motion Deblurring Patrick Wieschollek, Michael Hirsch, Bernhard Schölkopf, Hendrik P. A. Lensch Joint Adaptive Sparsity and Low-Rankness on the Fly: An Online Tensor Reconstruction Scheme for Video Denoising Bihan Wen, Yanjun Li, Luke Pfister, Yoram Bresler Learning to Super-Resolve Blurry Face and Text Images Xiangyu Xu, Deqing Sun, Jinshan Pan, Yujin Zhang, Hanspeter Pfister, Ming-Hsuan Yang Video Frame Interpolation via Adaptive Separable Convolution Simon Niklaus, Long Mai, Feng Liu

Motion & Tracking

Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection Pierre Baqué, François Fleuret, Pascal Fua Encouraging LSTMs to Anticipate Actions Very Early Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson PathTrack: Fast Trajectory Annotation With Path Supervision Santiago Manen, Michael Gygli, Dengxin Dai, Luc Van Gool Tracking the Untrackable: Learning to Track Multiple Cues With Long-Term Dependencies Amir Sadeghian, Alexandre Alahi, Silvio Savarese MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation Junhwa Hur, Stefan Roth Tracking as Online Decision-Making: Learning a Policy From Streaming Videos With Reinforcement Learning James Supančič, III, Deva Ramanan

Optimization Methods

Non-Convex Rank/Sparsity Regularization and Local Minima Carl Olsson, Marcus Carlsson, Fredrik Andersson, Viktor Larsson A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework Weixin Luo, Wen Liu, Shenghua Gao

Recognition

HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang No Fuss Distance Metric Learning Using Proxies Yair Movshovitz-Attias, Alexander Toshev, Thomas K. Leung, Sergey Ioffe, Saurabh Singh Benchmarking and Error Diagnosis in Multi-Instance Pose Estimation Matteo Ruggero Ronchi, Pietro Perona Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-Identification Zhongdao Wang, Luming Tang, Xihui Liu, Zhuliang Yao, Shuai Yi, Jing Shao, Junjie Yan, Shengjin Wang, Hongsheng Li, Xiaogang Wang Fashion Forward: Forecasting Visual Style in Fashion Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach Xingyi Zhou, Qixing Huang, Xiao Sun, Xiangyang Xue, Yichen Wei Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu, Yujie Wang, Jifeng Dai, Lu Yuan, Yichen Wei Reasoning About Fine-Grained Attribute Phrases Using Reference Games Jong-Chyi Su, Chenyun Wu, Huaizu Jiang, Subhransu Maji DeNet: Scalable Real-Time Object Detection With Directed Sparse Sampling Lachlan Tychsen-Smith, Lars Petersson MIHash: Online Hashing With Mutual Information Fatih Cakir, Kun He, Sarah Adel Bargal, Stan Sclaroff SafetyNet: Detecting and Rejecting Adversarial Examples Robustly Jiajun Lu, Theerasit Issaranon, David Forsyth Recurrent Models for Situation Recognition Svetlana Lazebnik, Arun Mallya Multi-Label Image Recognition by Recurrently Discovering Attentional Regions Zhouxia Wang, Tianshui Chen, Guanbin Li, Ruijia Xu, Liang Lin Deep Determinantal Point Process for Large-Scale Multi-Label Classification Pengtao Xie, Ruslan Salakhutdinov, Luntian Mou, Eric P. Xing Visual Semantic Planning Using Deep Successor Representations Yuke Zhu, Daniel Gordon, Eric Kolve, Dieter Fox, Li Fei-Fei, Abhinav Gupta, Roozbeh Mottaghi, Ali Farhadi Neural Person Search Machines Hao Liu, Jiashi Feng, Zequn Jie, Karlekar Jayashree, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan DualNet: Learn Complementary Features for Image Recognition Saihui Hou, Xu Liu, Zilei Wang Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization Sijia Cai, Wangmeng Zuo, Lei Zhang Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner Tseng-Hung Chen, Yuan-Hong Liao, Ching-Yao Chuang, Wan-Ting Hsu, Jianlong Fu, Min Sun Attribute Recognition by Joint Recurrent Learning of Context and Correlation Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization Saihui Hou, Yushan Feng, Zilei Wang Increasing CNN Robustness to Occlusions by Reducing Filter Support Elad Osherov, Michael Lindenbaum Exploiting Multi-Grain Ranking Constraints for Precisely Searching Visually-Similar Vehicles Ke Yan, Yonghong Tian, Yaowei Wang, Wei Zeng, Tiejun Huang Recurrent Scale Approximation for Object Detection in CNN Yu Liu, Hongyang Li, Junjie Yan, Fangyin Wei, Xiaogang Wang, Xiaoou Tang

Segmentation, Grouping & Shape

Embedding 3D Geometric Features for Rigid Object Part Segmentation Yafei Song, Xiaowu Chen, Jia Li, Qinping Zhao

Statistical Methods & Learning

Towards Context-Aware Interaction Recognition for Visual Relationship Detection Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Ian Reid When Unsupervised Domain Adaptation Meets Tensor Representations Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel Look, Listen and Learn Relja Arandjelović, Andrew Zisserman Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra Image-Based Localization Using LSTMs for Structured Feature Correlation Florian Walch, Caner Hazirbas, Laura Leal-Taixé, Torsten Sattler, Sebastian Hilsenbeck, Daniel Cremers Personalized Image Aesthetics Jian Ren, Xiaohui Shen, Zhe Lin, Radomír Měch, David J. Foran Predicting Deeper Into the Future of Semantic Segmentation Pauline Luc, Natalia Neverova, Camille Couprie, Jakob Verbeek, Yann LeCun Coordinating Filters for Faster Deep Neural Networks Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li Unsupervised Representation Learning by Sorting Sequences Hsin-Ying Lee, Jia-Bin Huang, Maneesh Singh, Ming-Hsuan Yang

Video

A Read-Write Memory Network for Movie Story Understanding Seil Na, Sangho Lee, Jisung Kim, Gunhee Kim SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang Unsupervised Action Discovery and Localization in Videos Khurram Soomro, Mubarak Shah Dense-Captioning Events in Videos Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles Learning Long-Term Dependencies for Action Recognition With a Biologically-Inspired Deep Network Yemin Shi, Yonghong Tian, Yaowei Wang, Wei Zeng, Tiejun Huang Compressive Quantization for Fast Object Instance Search in Videos Tan Yu, Zhenzhen Wang, Junsong Yuan Complex Event Detection by Identifying Reliable Shots From Untrimmed Videos Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann

Vision for X

Deep Direct Regression for Multi-Oriented Scene Text Detection Wenhao He, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu

Oral 2

Recognition I

Open Set Domain Adaptation Pau Panareda Busto, Juergen Gall Deformable Convolutional Networks Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, Yichen Wei Ensemble Diffusion for Retrieval Song Bai, Zhichao Zhou, Jingdong Wang, Xiang Bai, Longin Jan Latecki, Qi Tian FoveaNet: Perspective-Aware Urban Scene Parsing Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng Beyond Planar Symmetry: Modeling Human Perception of Reflection and Rotation Symmetries in the Wild Christopher Funk, Yanxi Liu

Spotlight 2

Recognition I

Learning to Reason: End-To-End Module Networks for Visual Question Answering Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko Hard-Aware Deeply Cascaded Embedding Yuhui Yuan, Kuiyuan Yang, Chao Zhang Query-Guided Regression Network With Context Policy for Phrase Grounding Kan Chen, Rama Kovvuri, Ram Nevatia SUBIC: A Supervised, Structured Binary Code for Image Search Himalaya Jain, Joaquin Zepeda, Patrick Pérez, Rémi Gribonval Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun, Abhinav Shrivastava, Saurabh Singh, Abhinav Gupta A Generative Model of People in Clothing Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models Roman Klokov, Victor Lempitsky Improved Image Captioning via Policy Gradient Optimization of SPIDEr Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy

Poster 2

Oral O2 Posters

Open Set Domain Adaptation Pau Panareda Busto, Juergen Gall Deformable Convolutional Networks Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, Yichen Wei Ensemble Diffusion for Retrieval Song Bai, Zhichao Zhou, Jingdong Wang, Xiang Bai, Longin Jan Latecki, Qi Tian FoveaNet: Perspective-Aware Urban Scene Parsing Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng Beyond Planar Symmetry: Modeling Human Perception of Reflection and Rotation Symmetries in the Wild Christopher Funk, Yanxi Liu

Spotlight S2 Posters

Learning to Reason: End-To-End Module Networks for Visual Question Answering Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko Hard-Aware Deeply Cascaded Embedding Yuhui Yuan, Kuiyuan Yang, Chao Zhang Query-Guided Regression Network With Context Policy for Phrase Grounding Kan Chen, Rama Kovvuri, Ram Nevatia SUBIC: A Supervised, Structured Binary Code for Image Search Himalaya Jain, Joaquin Zepeda, Patrick Pérez, Rémi Gribonval Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun, Abhinav Shrivastava, Saurabh Singh, Abhinav Gupta A Generative Model of People in Clothing Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models Roman Klokov, Victor Lempitsky Improved Image Captioning via Policy Gradient Optimization of SPIDEr Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy

3D Computer Vision

Rolling Shutter Correction in Manhattan World Pulak Purkait, Christopher Zach, Ale&scaron, Leonardis Local-To-Global Point Cloud Registration Using a Dictionary of Viewpoint Descriptors () David Avidar, David Malah, Meir Barzohar 3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks Chuhang Zou, Ersin Yumer, Jimei Yang, Duygu Ceylan, Derek Hoiem BodyFusion: Real-Time Capture of Human Motion and Surface Geometry Using a Single Depth Camera Tao Yu, Kaiwen Guo, Feng Xu, Yuan Dong, Zhaoqi Su, Jianhui Zhao, Jianguo Li, Qionghai Dai, Yebin Liu Quasiconvex Plane Sweep for Triangulation With Outliers Qianggong Zhang, Tat-Jun Chin, David Suter "Maximizing Rigidity" Revisited: A Convex Programming Approach for Generic 3D Shape Reconstruction From Multiple Perspective Views Pan Ji, Hongdong Li, Yuchao Dai, Ian Reid Surface Registration via Foliation Xiaopeng Zheng, Chengfeng Wen, Na Lei, Ming Ma, Xianfeng Gu Rolling-Shutter-Aware Differential SfM and Image Rectification Bingbing Zhuang, Loong-Fah Cheong, Gim Hee Lee Corner-Based Geometric Calibration of Multi-Focus Plenoptic Cameras Sotiris Nousias, François Chadebecq, Jonas Pichat, Pearse Keane, Sébastien Ourselin, Christos Bergeles

Computational Photography

Focal Track: Depth and Accommodation With Oscillating Lens Deformation Qi Guo, Emma Alexander, Todd Zickler Reconfiguring the Imaging Pipeline for Computer Vision Mark Buckler, Suren Jayasuriya, Adrian Sampson Catadioptric HyperSpectral Light Field Imaging Yujia Xue, Kang Zhu, Qiang Fu, Xilin Chen, Jingyi Yu

Face & Gesture

Cross-View Asymmetric Metric Learning for Unsupervised Person Re-Identification Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng Real Time Eye Gaze Tracking With 3D Deformable Eye-Face Model Kang Wang, Qiang Ji Ensemble Deep Learning for Skeleton-Based Action Recognition Using Temporal Sliding LSTM Networks Inwoong Lee, Doyoung Kim, Seoungyoon Kang, Sanghoon Lee How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks) Adrian Bulat, Georgios Tzimiropoulos Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos

Low-Level Vision & Image Processing

RankIQA: Learning From Rankings for No-Reference Image Quality Assessment Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs Xiaowu Chen, Anlin Zheng, Jia Li, Feng Lu Delving Into Salient Object Subitizing and Detection Shengfeng He, Jianbo Jiao, Xiaodan Zhang, Guoqiang Han, Rynson W.H. Lau Learning Discriminative Data Fitting Functions for Blind Image Deblurring Jinshan Pan, Jiangxin Dong, Yu-Wing Tai, Zhixun Su, Ming-Hsuan Yang Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel Wenqi Ren, Jinshan Pan, Xiaochun Cao, Ming-Hsuan Yang On-Demand Learning for Deep Image Restoration Ruohan Gao, Kristen Grauman Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng Coherent Online Video Style Transfer Dongdong Chen, Jing Liao, Lu Yuan, Nenghai Yu, Gang Hua

Motion & Tracking

SHaPE: A Novel Graph Theoretic Algorithm for Making Consensus-Based Decisions in Person Re-Identification Systems Arko Barman, Shishir K. Shah Need for Speed: A Benchmark for Higher Frame Rate Object Tracking Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey Learning Background-Aware Correlation Filters for Visual Tracking Hamed Kiani Galoogahi, Ashton Fagg, Simon Lucey Robust Object Tracking Based on Temporal and Spatial Deep Networks Zhu Teng, Junliang Xing, Qiang Wang, Congyan Lang, Songhe Feng, Yi Jin Real-Time Hand Tracking Under Occlusion From an Egocentric RGB-D Sensor Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas, Christian Theobalt Predicting Human Activities Using Stochastic Grammar Siyuan Qi, Siyuan Huang, Ping Wei, Song-Chun Zhu ProbFlow: Joint Optical Flow and Uncertainty Estimation Anne S. Wannenwetsch, Margret Keuper, Stefan Roth

Optimization Methods

Sublabel-Accurate Discretization of Nonconvex Free-Discontinuity Problems Thomas Möllenhoff, Daniel Cremers

Recognition

DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding Yinda Zhang, Mingru Bai, Pushmeet Kohli, Shahram Izadi, Jianxiong Xiao BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography Michael J. Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse, Serge Belongie Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang An Empirical Study of Language CNN for Image Captioning Jiuxiang Gu, Gang Wang, Jianfei Cai, Tsuhan Chen Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis Areas of Attention for Image Captioning Marco Pedersoli, Thomas Lucas, Cordelia Schmid, Jakob Verbeek Generative Modeling of Audible Shapes for Object Perception Zhoutong Zhang, Jiajun Wu, Qiujia Li, Zhengjia Huang, James Traer, Josh H. McDermott, Joshua B. Tenenbaum, William T. Freeman Scene Graph Generation From Objects, Phrases and Region Captions Yikang Li, Wanli Ouyang, Bolei Zhou, Kun Wang, Xiaogang Wang Recurrent Multimodal Interaction for Referring Image Segmentation Chenxi Liu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Alan Yuille Learning Feature Pyramids for Human Pose Estimation Wei Yang, Shuang Li, Wanli Ouyang, Hongsheng Li, Xiaogang Wang Structured Attentions for Visual Question Answering Chen Zhu, Yanpeng Zhao, Shuaiyi Huang, Kewei Tu, Yi Ma Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection Debidatta Dwibedi, Ishan Misra, Martial Hebert

Segmentation, Grouping & Shape

Cascaded Feature Network for Semantic Segmentation of RGB-D Images Di Lin, Guangyong Chen, Daniel Cohen-Or, Pheng-Ann Heng, Hui Huang

Statistical Methods & Learning

Encoder Based Lifelong Learning Amal Rannen, Rahaf Aljundi, Matthew B. Blaschko, Tinne Tuytelaars Transitive Invariance for Self-Supervised Visual Representation Learning Xiaolong Wang, Kaiming He, Abhinav Gupta Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction Stepan Tulyakov, Anton Ivanov, François Fleuret Fine-Grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach Timnit Gebru, Judy Hoffman, Li Fei-Fei SORT: Second-Order Response Transform for Visual Recognition Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Qi Tian, Alan Yuille Adversarial Examples for Semantic Segmentation and Object Detection Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, Alan Yuille Genetic CNN Lingxi Xie, Alan Yuille Channel Pruning for Accelerating Very Deep Neural Networks Yihui He, Xiangyu Zhang, Jian Sun Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli

Video

Video Fill in the Blank Using LR/RL LSTMs With Spatial-Temporal Attentions Amir Mazaheri, Dong Zhang, Mubarak Shah Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow Jia Li, Anlin Zheng, Xiaowu Chen, Bin Zhou Attentive Semantic Video Generation Using Captions Tanya Marwah, Gaurav Mittal, Vineeth N. Balasubramanian Following Gaze in Video Adrià, Recasens, Carl Vondrick, Aditya Khosla, Antonio Torralba Adaptive RNN Tree for Large-Scale Human Action Recognition Wenbo Li, Longyin Wen, Ming-Ching Chang, Ser Nam Lim, Siwei Lyu Spatio-Temporal Person Retrieval via Natural Language Queries Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

Vision for X

Automatic Spatially-Aware Fashion Concept Discovery Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, Larry S. Davis ChromaTag: A Colored Marker and Fast Detection Algorithm Joseph DeGol, Timothy Bretl, Derek Hoiem Adversarial Image Perturbation for Privacy Protection — A Game Theory Perspective Seong Joon Oh, Mario Fritz, Bernt Schiele WeText: Scene Text Detection Under Weak Supervision Shangxuan Tian, Shijian Lu, Chongshou Li

Oral 3

Vision for X

Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization Xun Huang, Serge Belongie Photographic Image Synthesis With Cascaded Refinement Networks Qifeng Chen, Vladlen Koltun SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again Wadim Kehl, Fabian Manhardt, Federico Tombari, Slobodan Ilic, Nassir Navab Unsupervised Creation of Parameterized Avatars Lior Wolf, Yaniv Taigman, Adam Polyak Learning for Active 3D Mapping Karel Zimmermann, Tomá&scaron, Petříček, Vojtěch Šalanský, Tomá&scaron, Svoboda

Poster 3

Oral O3 Posters

Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization Xun Huang, Serge Belongie Photographic Image Synthesis With Cascaded Refinement Networks Qifeng Chen, Vladlen Koltun SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again Wadim Kehl, Fabian Manhardt, Federico Tombari, Slobodan Ilic, Nassir Navab Unsupervised Creation of Parameterized Avatars Lior Wolf, Yaniv Taigman, Adam Polyak Learning for Active 3D Mapping Karel Zimmermann, Tomá&scaron, Petříček, Vojtěch Šalanský, Tomá&scaron, Svoboda

3D Computer Vision

Toward Perceptually-Consistent Stereo: A Scanline Study Jialiang Wang, Daniel Glasner, Todd Zickler Surface Normals in the Wild Weifeng Chen, Donglai Xiang, Jia Deng Unsupervised Learning of Stereo Matching Chao Zhou, Hong Zhang, Xiaoyong Shen, Jiaya Jia Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation Matan Sela, Elad Richardson, Ron Kimmel Learned Multi-Patch Similarity Wilfried Hartmann, Silvano Galliani, Michal Havlena, Luc Van Gool, Konrad Schindler Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation Ryan Szeto, Jason J. Corso Unsupervised Adaptation for Deep Stereo Alessio Tonioni, Matteo Poggi, Stefano Mattoccia, Luigi Di Stefano

Computational Photography

Composite Focus Measure for High Quality Depth Maps Parikshit Sakurikar, P. J. Narayanan

Face & Gesture

Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection Shengtao Xiao, Jiashi Feng, Luoqi Liu, Xuecheng Nie, Wei Wang, Shuicheng Yan, Ashraf Kassim Anchored Regression Networks Applied to Age Estimation and Super Resolution Eirikur Agustsson, Radu Timofte, Luc Van Gool Infant Footprint Recognition Eryun Liu

Low-Level Vision & Image Processing

Self-Paced Kernel Estimation for Robust Blind Image Deblurring Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi Super-Trajectory for Video Segmentation Wenguan Wang, Jianbing Shen, Jianwen Xie, Fatih Porikli Be Your Own Prada: Fashion Synthesis With Structural Coherence Shizhan Zhu, Raquel Urtasun, Sanja Fidler, Dahua Lin, Chen Change Loy Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan Learning Gaze Transitions From Depth to Improve Video Saliency Estimation George Leifman, Dmitry Rudoy, Tristan Swedish, Eduardo Bayro-Corrochano, Ramesh Raskar Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation Shuhang Gu, Deyu Meng, Wangmeng Zuo, Lei Zhang Modelling the Scene Dependent Imaging in Cameras With a Deep Neural Network Seonghyeon Nam, Seon Joo Kim Transformed Low-Rank Model for Line Pattern Noise Removal Yi Chang, Luxin Yan, Sheng Zhong Weakly Supervised Manifold Learning for Dense Semantic Object Correspondence Utkarsh Gaur, B. S. Manjunath PanNet: A Deep Network Architecture for Pan-Sharpening Junfeng Yang, Xueyang Fu, Yuwen Hu, Yue Huang, Xinghao Ding, John Paisley

Motion & Tracking

Dual Motion GAN for Future-Flow Embedded Video Prediction Xiaodan Liang, Lisa Lee, Wei Dai, Eric P. Xing Online Robust Image Alignment via Subspace Learning From Gradient Orientations Qingqing Zheng, Yi Wang, Pheng-Ann Heng Learning Dynamic Siamese Network for Visual Object Tracking Qing Guo, Wei Feng, Ce Zhou, Rui Huang, Liang Wan, Song Wang

Optimization Methods

High Order Tensor Formulation for Convolutional Sparse Coding Adel Bibi, Bernard Ghanem Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems Tim Meinhardt, Michael Möller, Caner Hazirbas, Daniel Cremers

Recognition

ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan Yuille Temporal Dynamic Graph LSTM for Action-Driven Video Object Detection Yuan Yuan, Xiaodan Liang, Xiaolong Wang, Dit-Yan Yeung, Abhinav Gupta VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation Chuang Gan, Yandong Li, Haoxiang Li, Chen Sun, Boqing Gong Multi-Modal Factorized Bilinear Pooling With Co-Attention Learning for Visual Question Answering Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao SCNet: Learning Semantic Correspondence Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce Soft Proposal Networks for Weakly Supervised Object Localization Yi Zhu, Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao Class Rectification Hard Mining for Imbalanced Deep Learning Qi Dong, Shaogang Gong, Xiatian Zhu Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs Vishwanath A. Sindagi, Vishal M. Patel See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content Roozbeh Mottaghi, Connor Schenck, Dieter Fox, Ali Farhadi Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, Gang Hua Identity-Aware Textual-Visual Matching With Latent Co-Attention Shuang Li, Tong Xiao, Hongsheng Li, Wei Yang, Xiaogang Wang Learning Deep Neural Networks for Vehicle Re-ID With Visual-Spatio-Temporal Path Proposals Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang Learning From Noisy Labels With Distillation Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Li-Jia Li DSOD: Learning Deeply Supervised Object Detectors From Scratch Zhiqiang Shen, Zhuang Liu, Jianguo Li, Yu-Gang Jiang, Yurong Chen, Xiangyang Xue Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, Julia Hockenmaier, Svetlana Lazebnik Chained Cascade Network for Object Detection Wanli Ouyang, Kun Wang, Xin Zhu, Xiaogang Wang VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-Hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon Unsupervised Learning of Important Objects From First-Person Videos Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi An Analysis of Visual Question Answering Algorithms Kushal Kafle, Christopher Kanan Visual Relationship Detection With Internal and External Linguistic Knowledge Distillation Ruichi Yu, Ang Li, Vlad I. Morariu, Larry S. Davis A Two Stream Siamese Convolutional Neural Network for Person Re-Identification Dahjung Chung, Khalid Tahboub, Edward J. Delp Joint Learning of Object and Action Detectors Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, Cordelia Schmid

Segmentation, Grouping & Shape

No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen, Wei-Yu Chen, Yu-Ting Chen, Bo-Cheng Tsai, Yu-Chiang Frank Wang, Min Sun Open Vocabulary Scene Parsing Hang Zhao, Xavier Puig, Bolei Zhou, Sanja Fidler, Antonio Torralba Learned Watershed: End-To-End Learning of Seeded Segmentation Steffen Wolf, Lukas Schott, Ullrich Köthe, Fred Hamprecht Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes (, ) Yang Zhang, Philip David, Boqing Gong Scale-Adaptive Convolutions for Scene Parsing Rui Zhang, Sheng Tang, Yongdong Zhang, Jintao Li, Shuicheng Yan

Statistical Methods & Learning

Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption Ryo Yonetani, Vishnu Naresh Boddeti, Kris M. Kitani, Yoichi Sato Multi-Task Self-Supervised Visual Learning Carl Doersch, Andrew Zisserman A Self-Balanced Min-Cut Algorithm for Image Clustering Xiaojun Chen, Joshua Zhexue Haung, Feiping Nie, Renjie Chen, Qingyao Wu Is Second-Order Information Helpful for Large-Scale Visual Recognition? Peihua Li, Jiangtao Xie, Qilong Wang, Wangmeng Zuo Factorized Bilinear Models for Image Recognition Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox Truncating Wide Networks Using Binary Tree Architectures Yan Zhang, Mete Ozay, Shuohao Li, Takayuki Okatani

Video

Bringing Background Into the Foreground: Making All Classes Equal in Weakly-Supervised Video Semantic Segmentation Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M. Álvarez View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition From Skeleton Data Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng Joint Discovery of Object States and Manipulation Actions Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic, Simon Lacoste-Julien What Actions Are Needed for Understanding Human Actions in Videos? Gunnar A. Sigurdsson, Olga Russakovsky, Abhinav Gupta Lattice Long Short-Term Memory for Human Action Recognition Lin Sun, Kui Jia, Kevin Chen, Dit-Yan Yeung, Bertram E. Shi, Silvio Savarese Common Action Discovery and Localization in Unconstrained Videos Jiong Yang, Junsong Yuan Pixel-Level Matching for Video Object Segmentation Using Convolutional Neural Networks Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, In So Kweon Am I a Baller? Basketball Performance Assessment From First-Person Videos Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi

Vision for X

Deep Cropping via Attention Box Prediction and Aesthetics Assessment Wenguan Wang, Jianbing Shen Raster-To-Vector: Revisiting Floorplan Transformation Chen Liu, Jiajun Wu, Pushmeet Kohli, Yasutaka Furukawa Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework Michal Bušta, Luká&scaron, Neumann, Jiří, Matas

Spotlight 3

Vision for X & Computational Phtography

Playing for Benchmarks Stephan R. Richter, Zeeshan Hayder, Vladlen Koltun Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros GANs for Biological Image Synthesis Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas, Federico Vaggi Learning to Synthesize a 4D RGBD Light Field From a Single Image Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng Neural EPI-Volume Networks for Shape From Light Field Stefan Heber, Wei Yu, Thomas Pock Material Editing Using a Physically Based Rendering Network Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien Turning Corners Into Cameras: Principles and Methods Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Frédo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman Linear Differential Constraints for Photo-Polarimetric Height Estimation Silvia Tozza, William A. P. Smith, Dizhong Zhu, Ravi Ramamoorthi, Edwin R. Hancock

Poster 4

Spotlight S3 Posters

Playing for Benchmarks Stephan R. Richter, Zeeshan Hayder, Vladlen Koltun Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros GANs for Biological Image Synthesis Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas, Federico Vaggi Learning to Synthesize a 4D RGBD Light Field From a Single Image Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng Neural EPI-Volume Networks for Shape From Light Field Stefan Heber, Wei Yu, Thomas Pock Material Editing Using a Physically Based Rendering Network Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien Turning Corners Into Cameras: Principles and Methods Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Frédo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman Linear Differential Constraints for Photo-Polarimetric Height Estimation Silvia Tozza, William A. P. Smith, Dizhong Zhu, Ravi Ramamoorthi, Edwin R. Hancock

3D Computer Vision

Polynomial Solvers for Saturated Ideals Viktor Larsson, Kalle Åström, Magnus Oskarsson Shape Inpainting Using 3D Generative Adversarial Network and Recurrent Convolutional Networks Weiyue Wang, Qiangui Huang, Suya You, Chao Yang, Ulrich Neumann SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis Mengqi Ji, Juergen Gall, Haitian Zheng, Yebin Liu, Lu Fang Making Minimal Solvers for Absolute Pose Estimation Compact and Robust Viktor Larsson, Zuzana Kukelova, Yinqiang Zheng 3D Surface Detail Enhancement From a Single Normal Map Wuyuan Xie, Miaohui Wang, Xianbiao Qi, Lei Zhang RMPE: Regional Multi-Person Pose Estimation Hao-Shu Fang, Shuqin Xie, Yu-Wing Tai, Cewu Lu Online Video Object Detection Using Association LSTM Yongyi Lu, Cewu Lu, Chi-Keung Tang PolyFit: Polygonal Surface Reconstruction From Point Clouds Liangliang Nan, Peter Wonka Progressive Large Scale-Invariant Image Matching in Scale Space () Lei Zhou, Siyu Zhu, Tianwei Shen, Jinglu Wang, Tian Fang, Long Quan Efficient Global 2D-3D Matching for Camera Localization in a Large-Scale 3D Map () Liu Liu, Hongdong Li, Yuchao Dai Multi-View Non-Rigid Refinement and Normal Selection for High Quality 3D Reconstruction () Sk. Mohammadul Haque, Venu Madhav Govindu

Biomedical Image Analysis

Multi-Stage Multi-Recursive-Input Fully Convolutional Networks for Neuronal Boundary Detection Wei Shen, Bin Wang, Yuan Jiang, Yan Wang, Alan Yuille

Computational Photography

Depth and Image Restoration From Light Field in a Scattering Medium Jiandong Tian, Zachary Murez, Tong Cui, Zhen Zhang, David Kriegman, Ravi Ramamoorthi Video Reflection Removal Through Spatio-Temporal Optimization Ajay Nandoriya, Mohamed Elgharib, Changil Kim, Mohamed Hefeeda, Wojciech Matusik

Face & Gesture

Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification Jiahuan Zhou, Pei Yu, Wei Tang, Ying Wu Stepwise Metric Promotion for Unsupervised Video Person Re-Identification Zimo Liu, Dong Wang, Huchuan Lu Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang, Shu Zhang, Tianyu Li, Ran He Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding Giuseppe Lisanti, Niki Martinel, Alberto Del Bimbo, Gian Luca Foresti Visual Transformation Aided Contrastive Learning for Video-Based Kinship Verification Hamdi Dibeklioğlu

Low-Level Vision & Image Processing

Decoder Network Over Lightweight Reconstructed Feature for Fast Semantic Style Transfer Ming Lu, Hao Zhao, Anbang Yao, Feng Xu, Yurong Chen, Li Zhang Blind Image Deblurring With Outlier Handling Jiangxin Dong, Jinshan Pan, Zhixun Su, Ming-Hsuan Yang Paying Attention to Descriptions Generated by Image Captioning Models Hamed R. Tavakoli, Rakshith Shetty, Ali Borji, Jorma Laaksonen Fast Image Processing With Fully-Convolutional Networks Qifeng Chen, Jia Xu, Vladlen Koltun Robust Video Super-Resolution With Learned Temporal Dynamics Ding Liu, Zhaowen Wang, Yuchen Fan, Xianming Liu, Zhangyang Wang, Shiyu Chang, Thomas Huang Should We Encode Rain Streaks in Video as Deterministic or Stochastic? Wei Wei, Lixuan Yi, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu Joint Bi-Layer Optimization for Single-Image Rain Streak Removal Lei Zhu, Chi-Wing Fu, Dani Lischinski, Pheng-Ann Heng

Motion & Tracking

Low-Dimensionality Calibration Through Local Anisotropic Scaling for Robust Hand Model Personalization Edoardo Remelli, Anastasia Tkach, Andrea Tagliasacchi, Mark Pauly Non-Markovian Globally Consistent Multi-Object Tracking Andrii Maksai, Xinchao Wang, François Fleuret, Pascal Fua CREST: Convolutional Residual Learning for Visual Tracking Yibing Song, Chao Ma, Lijun Gong, Jiawei Zhang, Rynson W. H. Lau, Ming-Hsuan Yang Volumetric Flow Estimation for Incompressible Fluids Using the Stationary Stokes Equations Katrin Lasinger, Christoph Vogel, Konrad Schindler Bounding Boxes, Segmentations and Object Coordinates: How Important Is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios? Aseem Behl, Omid Hosseini Jafari, Siva Karthik Mustikovela, Hassan Abu Alhaija, Carsten Rother, Andreas Geiger

Optimization Methods

Performance Guaranteed Network Acceleration via High-Order Residual Quantization Zefan Li, Bingbing Ni, Wenjun Zhang, Xiaokang Yang, Wen Gao

Recognition

Deep Metric Learning With Angular Loss Jian Wang, Feng Zhou, Shilei Wen, Xiao Liu, Yuanqing Lin Compositional Human Pose Regression Xiao Sun, Jiaxiang Shang, Shuang Liang, Yichen Wei MUTAN: Multimodal Tucker Fusion for Visual Question Answering Hedi Ben-younes, Remi Cadene, Matthieu Cord, Nicolas Thome Revisiting IM2GPS in the Deep Learning Era Nam Vo, Nathan Jacobs, James Hays Scene Parsing With Global Context Embedding Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang A Simple yet Effective Baseline for 3D Human Pose Estimation Julieta Martinez, Rayat Hossain, Javier Romero, James J. Little Dual-Glance Model for Deciphering Social Relationships Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli Sketching With Style: Visual Search With Sketches and Aesthetic Context John Collomosse, Tu Bui, Michael J. Wilber, Chen Fang, Hailin Jin Point Set Registration With Global-Local Correspondence and Transformation Estimation Su Zhang, Yang Yang, Kun Yang, Yi Luo, Sim-Heng Ong

Segmentation, Grouping & Shape

SceneNet RGB-D: Can 5M Synthetic Images Beat Generic ImageNet Pre-Training on Indoor Segmentation? John McCormac, Ankur Handa, Stefan Leutenegger, Andrew J. Davison A Unified Model for Near and Remote Sensing Scott Workman, Menghua Zhai, David J. Crandall, Nathan Jacobs Directionally Convolutional Networks for 3D Shape Segmentation Haotian Xu, Ming Dong, Zichun Zhong AMAT: Medial Axis Transform for Natural Images Stavros Tsogkas, Sven Dickinson Deep Dual Learning for Semantic Image Segmentation Ping Luo, Guangrun Wang, Liang Lin, Xiaogang Wang Regional Interactive Image Segmentation Networks Jun Hao Liew, Yunchao Wei, Wei Xiong, Sim-Heng Ong, Jiashi Feng

Statistical Methods & Learning

Learning Efficient Convolutional Networks Through Network Slimming Zhuang Liu, Jianguo Li, Zhiqiang Shen, Gao Huang, Shoumeng Yan, Changshui Zhang CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua Universal Adversarial Perturbations Against Semantic Image Segmentation Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer Associative Domain Adaptation Philip Haeusser, Thomas Frerix, Alexander Mordvintsev, Daniel Cremers Introspective Neural Networks for Generative Modeling Justin Lazarow, Long Jin, Zhuowen Tu Towards a Unified Compositional Model for Visual Pattern Modeling Wei Tang, Pei Yu, Jiahuan Zhou, Ying Wu Least Squares Generative Adversarial Networks Xudong Mao, Qing Li, Haoran Xie, Raymond Y.K. Lau, Zhen Wang, Stephen Paul Smolley Centered Weight Normalization in Accelerating Training of Deep Neural Networks Lei Huang, Xianglong Liu, Yang Liu, Bo Lang, Dacheng Tao Deep Growing Learning Guangcong Wang, Xiaohua Xie, Jianhuang Lai, Jiaxuan Zhuo Smart Mining for Deep Metric Learning Ben Harwood, Vijay Kumar B G, Gustavo Carneiro, Ian Reid, Tom Drummond Temporal Generative Adversarial Nets With Singular Value Clipping Masaki Saito, Eiichi Matsumoto, Shunta Saito Sampling Matters in Deep Embedding Learning Chao-Yuan Wu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl DualGAN: Unsupervised Dual Learning for Image-To-Image Translation Zili Yi, Hao Zhang, Ping Tan, Minglun Gong

Video

Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras Kang Zheng, Xiaochuan Fan, Yuewei Lin, Hao Guo, Hongkai Yu, Dazhou Guo, Song Wang MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun, Paul Hongsuck Seo, Ilchae Jung, Bohyung Han SBGAR: Semantics Based Group Activity Recognition Xin Li, Mooi Choo Chuah Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video Davide Moltisanti, Michael Wray, Walterio Mayol-Cuevas, Dima Damen Unmasking the Abnormal Events in Video Radu Tudor Ionescu, Sorina Smeureanu, Bogdan Alexe, Marius Popescu Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection Mohammadreza Zolfaghari, Gabriel L. Oliveira, Nima Sedaghat, Thomas Brox Temporal Action Detection With Structured Segment Networks Yue Zhao, Yuanjun Xiong, Limin Wang, Zhirong Wu, Xiaoou Tang, Dahua Lin Jointly Recognizing Object Fluents and Tasks in Egocentric Videos Yang Liu, Ping Wei, Song-Chun Zhu Transferring Objects: Joint Inference of Container and Human Pose Hanqing Wang, Wei Liang, Lap-Fai Yu

Vision for X

Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention Jinkyu Kim, John Canny

Oral 4

Recognition 2

Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning Abhishek Das, Satwik Kottur, José, M. F. Moura, Stefan Lee, Dhruv Batra Mask R-CNN Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick Towards Diverse and Natural Image Descriptions via a Conditional GAN Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin Focal Loss for Dense Object Detection Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár Inferring and Executing Programs for Visual Reasoning Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

Spotlight 4

Recognition 2

Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles TorontoCity: Seeing the World With a Million Eyes Shenlong Wang, Min Bai, Gellért Máttyus, Hang Chu, Wenjie Luo, Bin Yang, Justin Liang, Joel Cheverie, Sanja Fidler, Raquel Urtasun Low-Shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan, Ross Girshick A Coarse-Fine Network for Keypoint Localization Shaoli Huang, Mingming Gong, Dacheng Tao Detect to Track and Track to Detect Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman Single Shot Text Detector With Regional Attention Pan He, Weilin Huang, Tong He, Qile Zhu, Yu Qiao, Xiaolin Li SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition Necati Cihan Camgoz, Simon Hadfield, Oscar Koller, Richard Bowden A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition Isma Hadji, Richard P. Wildes

Poster 5

Oral O4 Posters

Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning Abhishek Das, Satwik Kottur, José, M. F. Moura, Stefan Lee, Dhruv Batra Mask R-CNN Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick Towards Diverse and Natural Image Descriptions via a Conditional GAN Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin Focal Loss for Dense Object Detection Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár Inferring and Executing Programs for Visual Reasoning Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

Spotlight S4 Posters

Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles TorontoCity: Seeing the World With a Million Eyes Shenlong Wang, Min Bai, Gellért Máttyus, Hang Chu, Wenjie Luo, Bin Yang, Justin Liang, Joel Cheverie, Sanja Fidler, Raquel Urtasun Low-Shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan, Ross Girshick A Coarse-Fine Network for Keypoint Localization Shaoli Huang, Mingming Gong, Dacheng Tao Detect to Track and Track to Detect Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman Single Shot Text Detector With Regional Attention Pan He, Weilin Huang, Tong He, Qile Zhu, Yu Qiao, Xiaolin Li SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition Necati Cihan Camgoz, Simon Hadfield, Oscar Koller, Richard Bowden A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition Isma Hadji, Richard P. Wildes

3D Computer Vision

Probabilistic Structure From Motion With Objects (PSfMO) Paul Gay, Cosimo Rubino, Vaibhav Bansal, Alessio Del Bue A 3D Morphable Model of Craniofacial Shape and Texture Variation Hang Dai, Nick Pears, William A. P. Smith, Christian Duncan Multi-View Dynamic Shape Refinement Using Local Temporal Integration Vincent Leroy, Jean-Sebastien Franco, Edmond Boyer Learning Hand Articulations by Hallucinating Heat Distribution Chiho Choi, Sangpil Kim, Karthik Ramani Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization With Spatially-Varying Lighting Robert Maier, Kihwan Kim, Daniel Cremers, Jan Kautz, Matthias Nießner Robust Hand Pose Estimation During the Interaction With an Unknown Object Chiho Choi, Sang Ho Yoon, Chin-Ning Chen, Karthik Ramani Detailed Surface Geometry and Albedo Recovery From RGB-D Video Under Natural Illumination Xinxin Zuo, Sen Wang, Jiangbin Zheng, Ruigang Yang Monocular Free-Head 3D Gaze Tracking With Deep Learning and Geometry Constraints Wangjiang Zhu, Haoping Deng

Computational Photography

Filter Selection for Hyperspectral Estimation Boaz Arad, Ohad Ben-Shahar A Microfacet-Based Reflectance Model for Photometric Stereo With Highly Specular Surfaces Lixiong Chen, Yinqiang Zheng, Boxin Shi, Art Subpa-Asa, Imari Sato

Face & Gesture

Detecting Faces Using Inside Cascaded Contextual CNN Kaipeng Zhang, Zhanpeng Zhang, Hao Wang, Zhifeng Li, Yu Qiao, Wei Liu A Novel Space-Time Representation on the Positive Semidefinite Cone for Facial Expression Recognition Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Juan Carlos Alvarez-Paiva DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding Dieu Linh Tran, Robert Walecki, Ognjen (Oggi) Rudovic, Stefanos Eleftheriadis, Björn Schuller, Maja Pantic Pose-Invariant Face Alignment With a Single CNN Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker Deeply-Learned Part-Aligned Representations for Person Re-Identification Liming Zhao, Xi Li, Yueting Zhuang, Jingdong Wang

Low-Level Vision & Image Processing

Semantic Line Detection and Its Applications Jun-Tae Lee, Han-Ul Kim, Chul Lee, Chang-Su Kim A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing Qingnan Fan, Jiaolong Yang, Gang Hua, Baoquan Chen, David Wipf Revisiting Cross-Channel Information Transfer for Chromatic Aberration Correction Tiancheng Sun, Yifan Peng, Wolfgang Heidrich High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits Xiaoyong Shen, Hongyun Gao, Xin Tao, Chao Zhou, Jiaya Jia Learning Visual Attention to Identify People With Autism Spectrum Disorder Ming Jiang, Qi Zhao DSLR-Quality Photos on Mobile Devices With Deep Convolutional Networks Andrey Ignatov, Nikolay Kobyshev, Radu Timofte, Kenneth Vanhoey, Luc Van Gool Non-Uniform Blind Deblurring by Reblurring Yuval Bahat, Netalee Efrat, Michal Irani Misalignment-Robust Joint Filter for Cross-Modal Image Pairs Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi Low-Rank Tensor Completion: A Pseudo-Bayesian Learning Approach Wei Chen, Nan Song DeepCD: Learning Deep Complementary Descriptors for Patch Representations Tsun-Yi Yang, Jo-Han Hsu, Yen-Yu Lin, Yung-Yu Chuang

Motion & Tracking

Beyond Standard Benchmarks: Parameterizing Performance Evaluation in Visual Object Tracking Luka Čehovin Zajc, Alan Lukeič, Ale&scaron, Leonardis, Matej Kristan The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker, Kenneth Marino, Abhinav Gupta, Martial Hebert What Will Happen Next? Forecasting Player Moves in Sports Videos Panna Felsen, Pulkit Agrawal, Jitendra Malik

Optimization Methods

Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou

Recognition

Recurrent Topic-Transition GAN for Visual Paragraph Generation Xiaodan Liang, Zhiting Hu, Hao Zhang, Chuang Gan, Eric P. Xing A Two-Streamed Network for Estimating Fine-Scaled Depth Maps From Single RGB Images Jun Li, Reinhard Klein, Angela Yao Weakly Supervised Object Localization Using Things and Stuff Transfer Miaojing Shi, Holger Caesar, Vittorio Ferrari Single Image Action Recognition Using Semantic Body Part Actions Zhichen Zhao, Huimin Ma, Shaodi You Incremental Learning of Object Detectors Without Catastrophic Forgetting Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari Generative Adversarial Networks Conditioned by Brain Signals Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Mubarak Shah Learning to Disambiguate by Asking Discriminative Questions Yining Li, Chen Huang, Xiaoou Tang, Chen Change Loy Interpretable Explanations of Black Boxes by Meaningful Perturbation Ruth C. Fong, Andrea Vedaldi DeepRoadMapper: Extracting Road Topology From Aerial Images Gellért Máttyus, Wenjie Luo, Raquel Urtasun Monocular 3D Human Pose Estimation by Predicting Depth on Joints Bruce Xiaohan Nie, Ping Wei, Song-Chun Zhu Large-Scale Image Retrieval With Attentive Deep Local Features Hyeonwoo Noh, Andre Araujo, Jack Sim, Tobias Weyand, Bohyung Han Deep Globally Constrained MRFs for Human Pose Estimation Ioannis Marras, Petar Palasek, Ioannis Patras Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo, Wei-Lun Chao, Fei Sha Multi-Label Learning of Part Detectors for Heavily Occluded Pedestrian Detection Chunluan Zhou, Junsong Yuan SGN: Sequential Grouping Networks for Instance Segmentation Shu Liu, Jiaya Jia, Sanja Fidler, Raquel Urtasun Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors Hong-Yu Zhou, Bin-Bin Gao, Jianxin Wu Aesthetic Critiques Generation for Photos Kuang-Yu Chang, Kung-Hung Lu, Chu-Song Chen Hide-And-Seek: Forcing a Network to Be Meticulous for Weakly-Supervised Object and Action Localization Krishna Kumar Singh, Yong Jae Lee

Segmentation, Grouping & Shape

Two-Phase Learning for Weakly Supervised Object Localization Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon

Statistical Methods & Learning

Curriculum Dropout Pietro Morerio, Jacopo Cavazza, Riccardo Volpi, René, Vidal, Vittorio Murino Predictor Combination at Test Time Kwang In Kim, James Tompkin, Christian Richardt Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories Behnam Gholami, Ognjen (Oggi) Rudovic, Vladimir Pavlovic Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses Christian Rupprecht, Iro Laina, Robert DiPietro, Maximilian Baust, Federico Tombari, Nassir Navab, Gregory D. Hager

Video

CDTS: Collaborative Detection, Tracking, and Segmentation for Online Multiple Object Segmentation in Videos Yeong Jun Koh, Chang-Su Kim Temporal Superpixels Based on Proximity-Weighted Patch Matching Se-Ho Lee, Won-Dong Jang, Chang-Su Kim Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami, Tao Mei, Shin'ichi Satoh TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals Jiyang Gao, Zhenheng Yang, Kan Chen, Chen Sun, Ram Nevatia Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction Gurkirt Singh, Suman Saha, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin Leveraging Weak Semantic Relevance for Complex Video Event Classification Chao Li, Jiewei Cao, Zi Huang, Lei Zhu, Heng Tao Shen Weakly Supervised Summarization of Web Videos Rameswar Panda, Abir Das, Ziyan Wu, Jan Ernst, Amit K. Roy-Chowdhury FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras Shanghang Zhang, Guanhang Wu, João P. Costeira, José, M. F. Moura

Vision for X

Fast Face-Swap Using Convolutional Neural Networks Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

Oral 5

Face and Human Behaviour Analysis

First-Person Activity Forecasting With Online Inverse Reinforcement Learning , Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources Adrian Bulat, Georgios Tzimiropoulos MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos Wenbin Du, Yali Wang, Yu Qiao Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition Chi Nhan Duong, Kha Gia Quach, Khoa Luu, Ngan Le, Marios Savvides

Spotlight 5

Face and Human Behaviour Analysis

Attribute-Enhanced Face Recognition With Neural Tensor Fusion Networks Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu, Sankha S. Mukherjee, Timothy M. Hospedales, Neil M. Robertson, Yongxin Yang Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro Zhedong Zheng, Liang Zheng, Yi Yang Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks With Spatiotemporal Transformer Modules Congqi Cao, Yifan Zhang, Yi Wu, Hanqing Lu, Jian Cheng Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition Wanglong Wu, Meina Kan, Xin Liu, Yi Yang, Shiguang Shan, Xilin Chen Learning Discriminative Aggregation Network for Video-Based Face Recognition Yongming Rao, Ji Lin, Jiwen Lu, Jie Zhou Synergy Between Face Alignment and Tracking via Discriminative Global Consensus Optimization Muhammad Haris Khan, John McDonagh, Georgios Tzimiropoulos SVDNet for Pedestrian Retrieval Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang Towards More Accurate Iris Recognition Using Deeply Learned Spatially Corresponding Features Zijing Zhao, Ajay Kumar

Poster 6

Oral O5 Posters

First-Person Activity Forecasting With Online Inverse Reinforcement Learning Nicholas Rhinehart, Kris M. Kitani Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources Adrian Bulat, Georgios Tzimiropoulos MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos Wenbin Du, Yali Wang, Yu Qiao Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition Chi Nhan Duong, Kha Gia Quach, Khoa Luu, Ngan Le, Marios Savvides

Spotlight S5 Posters

Attribute-Enhanced Face Recognition With Neural Tensor Fusion Networks Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu, Sankha S. Mukherjee, Timothy M. Hospedales, Neil M. Robertson, Yongxin Yang Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro Zhedong Zheng, Liang Zheng, Yi Yang Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks With Spatiotemporal Transformer Modules Congqi Cao, Yifan Zhang, Yi Wu, Hanqing Lu, Jian Cheng Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition Wanglong Wu, Meina Kan, Xin Liu, Yi Yang, Shiguang Shan, Xilin Chen Learning Discriminative Aggregation Network for Video-Based Face Recognition Yongming Rao, Ji Lin, Jiwen Lu, Jie Zhou Synergy Between Face Alignment and Tracking via Discriminative Global Consensus Optimization Muhammad Haris Khan, John McDonagh, Georgios Tzimiropoulos SVDNet for Pedestrian Retrieval Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang Towards More Accurate Iris Recognition Using Deeply Learned Spatially Corresponding Features Zijing Zhao, Ajay Kumar

3D Computer Vision

Semantically Informed Multiview Surface Refinement Maro&scaron, Bláha, Mathias Rothermel, Martin R. Oswald, Torsten Sattler, Audrey Richard, Jan D. Wegner, Marc Pollefeys, Konrad Schindler BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects Without Using Depth Mahdi Rad, Vincent Lepetit Modeling Urban Scenes From Pointclouds William Nguatem, Helmut Mayer Parameter-Free Lens Distortion Calibration of Central Cameras Filippo Bergamasco, Luca Cosmo, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello Pose Guided RGBD Feature Learning for 3D Object Pose Estimation Vassileios Balntas, Andreas Doumanoglou, Caner Sahin, Juil Sock, Rigas Kouskouridas, Tae-Kyun Kim Efficient Global Illumination for Morphable Models Andreas Schneider, Sandro Schönborn, Lavrenti Frobeen, Bernhard Egger, Thomas Vetter Low Compute and Fully Parallel Computer Vision With HashMatch Sean Ryan Fanello, Julien Valentin, Adarsh Kowdle, Christoph Rhemann, Vladimir Tankovich, Carlo Ciliberto, Philip Davidson, Shahram Izadi Dense Non-Rigid Structure-From-Motion and Shading With Unknown Albedos Mathias Gallardo, Toby Collins, Adrien Bartoli From Point Clouds to Mesh Using Regression Ľubor Ladický, Olivier Saurer, SoHyeon Jeong, Fabio Maninchedda, Marc Pollefeys Stereo DSO: Large-Scale Direct Sparse Visual Odometry With Stereo Cameras Rui Wang, Martin Schwörer, Daniel Cremers Space-Time Localization and Mapping Minhaeng Lee, Charless C. Fowlkes

Computational Photography

Benchmarking Single-Image Reflection Removal Algorithms Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot

Face & Gesture

Attention-Aware Deep Reinforcement Learning for Video Face Recognition Yongming Rao, Jiwen Lu, Jie Zhou Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation Bugra Tekin, Pablo Márquez-Neila, Mathieu Salzmann, Pascal Fua Deep Facial Action Unit Recognition From Partially Labeled Data Shan Wu, Shangfei Wang, Bowen Pan, Qiang Ji Pose-Driven Deep Convolutional Model for Person Re-Identification Chi Su, Jianing Li, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian Recognition of Action Units in the Wild With Deep Nets and a New Global-Local Loss C. Fabian Benitez-Quiroz, Yan Wang, Aleix M. Martinez Faster Than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides Towards Large-Pose Face Frontalization in the Wild Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker

Low-Level Vision & Image Processing

A Joint Intrinsic-Extrinsic Prior Model for Retinex Bolun Cai, Xianming Xu, Kailing Guo, Kui Jia, Bin Hu, Dacheng Tao Going Unconstrained With Rolling Shutter Deblurring Mahesh Mohan M. R., A. N. Rajagopalan, Gunasekaran Seetharaman A Stagewise Refinement Model for Detecting Salient Objects in Images Tiantian Wang, Ali Borji, Lihe Zhang, Pingping Zhang, Huchuan Lu From Square Pieces to Brick Walls: The Next Challenge in Solving Jigsaw Puzzles Shir Gur, Ohad Ben-Shahar Online Video Deblurring via Dynamic Temporal Blending Network Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, Michael Hirsch Supervision by Fusion: Towards Unsupervised Learning of Deep Salient Object Detector Dingwen Zhang, Junwei Han, Yu Zhang Fast Multi-Image Matching via Density-Based Clustering Roberto Tron, Xiaowei Zhou, Carlos Esteves, Kostas Daniilidis Characterizing and Improving Stability in Neural Style Transfer Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-Fei

Recognition

Cross-Modal Deep Variational Hashing Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou Spatial Memory for Context Reasoning in Object Detection Xinlei Chen, Abhinav Gupta Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval Yuming Shen, Li Liu, Ling Shao, Jingkuan Song Learning a Recurrent Residual Fusion Network for Multimodal Matching Yu Liu, Yanming Guo, Erwin M. Bakker, Michael S. Lew Rotational Subgroup Voting and Pose Clustering for Robust 3D Object Recognition Anders Glent Buch, Lilita Kiforenko, Dirk Kraft CoupleNet: Coupling Global Structure With Local Parts for Object Detection Yousong Zhu, Chaoyang Zhao, Jinqiao Wang, Xu Zhao, Yi Wu, Hanqing Lu Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele Drone-Based Object Counting by Spatially Regularized Regional Proposal Network Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu BlitzNet: A Real-Time Deep Network for Scene Understanding Nikita Dvornik, Konstantin Shmelkov, Julien Mairal, Cordelia Schmid Situation Recognition With Graph Neural Networks Ruiyu Li, Makarand Tapaswi, Renjie Liao, Jiaya Jia, Raquel Urtasun, Sanja Fidler Learning Visual N-Grams From Web Data Ang Li, Allan Jabri, Armand Joulin, Laurens van der Maaten Attention-Based Multimodal Fusion for Video Description Chiori Hori, Takaaki Hori, Teng-Yok Lee, Ziming Zhang, Bret Harsham, John R. Hershey, Tim K. Marks, Kazuhiko Sumi Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent Embedding From Fashion Images Wei-Lin Hsiao, Kristen Grauman Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks Tanmay Gupta, Kevin Shih, Saurabh Singh, Derek Hoiem Learning Discriminative Latent Attributes for Zero-Shot Classification Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang

Segmentation, Grouping & Shape

Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation Margret Keuper Deep Free-Form Deformation Network for Object-Mask Registration Haoyang Zhang, Xuming He Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering Matteo Denitto, Simone Melzi, Manuele Bicego, Umberto Castellani, Alessandro Farinelli, Mário A. T. Figueiredo, Yanir Kleiman, Maks Ovsjanikov

Statistical Methods & Learning

Learning Discriminative ab-Divergences for Positive Definite Matrices Anoop Cherian, Panagiotis Stanitsas, Mehrtash Harandi, Vassilios Morellas, Nikolaos Papanikolopoulos Consensus Convolutional Sparse Coding Biswarup Choudhury, Robin Swanson, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich Domain-Adaptive Deep Network Compression Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, Jose M. Álvarez Self-Supervised Learning of Pose Embeddings From Spatiotemporal Relations in Videos Ömer Sümer, Tobias Dencker, Björn Ommer Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning Calvin Murdock, Fernando De la Torre Side Information in Robust Principal Component Analysis: Algorithms and Applications Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou Summarization and Classification of Wearable Camera Streams by Learning the Distributions Over Deep Features of Out-Of-Sample Image Sequences Alessandro Perina, Sadegh Mohammadi, Nebojsa Jojic, Vittorio Murino Unsupervised Learning From Video to Detect Foreground Objects in Single Images Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu Supplementary Meta-Learning: Towards a Dynamic Model for Deep Neural Networks Feihu Zhang, Benjamin W. Wah Adversarial Inverse Graphics Networks: Learning 2D-To-3D Lifting and Image-To-Image Translation From Unpaired Supervision Hsiao-Yu Fish Tung, Adam W. Harley, William Seto, Katerina Fragkiadaki Active Learning for Human Pose Estimation Buyu Liu, Vittorio Ferrari Interleaved Group Convolutions Ting Zhang, Guo-Jun Qi, Bin Xiao, Jingdong Wang

Video

Learning-Based Cloth Material Recovery From Video Shan Yang, Junbang Liang, Ming C. Lin Unsupervised Video Understanding by Reconciliation of Posture Similarities Timo Milbich, Miguel Bautista, Ekaterina Sutter, Björn Ommer Action Tubelet Detector for Spatio-Temporal Action Localization Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, Cordelia Schmid AMTnet: Action-Micro-Tube Regression by End-To-End Trainable Deep Architecture Suman Saha, Gurkirt Singh, Fabio Cuzzolin

Vision for X

Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings Sara Shaheen, Lama Affara, Bernard Ghanem Neural Ctrl-F: Segmentation-Free Query-By-String Word Spotting in Handwritten Manuscript Collections Tomas Wilkinson, Jonas Lindström, Anders Brun

Oral 6

Video Analysis

Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions () Pascal Mettes, Cees G. M. Snoek Semantic Video CNNs Through Representation Warping Raghudeep Gadde, Varun Jampani, Peter V. Gehler Video Frame Synthesis Using Deep Voxel Flow Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala Detail-Revealing Deep Video Super-Resolution Xin Tao, Hongyun Gao, Renjie Liao, Jue Wang, Jiaya Jia Learning Video Object Segmentation With Visual Memory Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

Oral 7

Low-Level vision

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch Makeup-Go: Blind Reversion of Portrait Edit Ying-Cong Chen, Xiaoyong Shen, Jiaya Jia Shadow Detection With Conditional Generative Adversarial Networks Vu Nguyen, Tomas F. Yago Vicente, Maozheng Zhao, Minh Hoai, Dimitris Samaras Learning High Dynamic Range From Outdoor Panoramas Jinsong Zhang, Jean-François Lalonde DCTM: Discrete-Continuous Transformation Matching for Semantic Flow Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

Spotlight 6

Low-Level vision

MemNet: A Persistent Memory Network for Image Restoration Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu Structure-Measure: A New Way to Evaluate Foreground Maps Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon Practical and Efficient Multi-View Matching Eleonora Maset, Federica Arrigoni, Andrea Fusiello Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations Yu-Sheng Lin, Wei-Chao Chen, Shao-Yi Chien Learning to Push the Limits of Efficient FFT-Based Image Deconvolution Jakob Kruse, Carsten Rother, Uwe Schmidt Learning Spread-Out Local Feature Descriptors Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang Visual Odometry for Pixel Processor Arrays Laurie Bose, Jianing Chen, Stephen J. Carey, Piotr Dudek, Walterio Mayol-Cuevas

Poster 7

Oral O6 Posters

Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions Pascal Mettes, Cees G. M. Snoek Semantic Video CNNs Through Representation Warping Raghudeep Gadde, Varun Jampani, Peter V. Gehler Video Frame Synthesis Using Deep Voxel Flow Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala Detail-Revealing Deep Video Super-Resolution Xin Tao, Hongyun Gao, Renjie Liao, Jue Wang, Jiaya Jia Learning Video Object Segmentation With Visual Memory Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

Oral O7 Posters

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch Makeup-Go: Blind Reversion of Portrait Edit Ying-Cong Chen, Xiaoyong Shen, Jiaya Jia Shadow Detection With Conditional Generative Adversarial Networks Vu Nguyen, Tomas F. Yago Vicente, Maozheng Zhao, Minh Hoai, Dimitris Samaras Learning High Dynamic Range From Outdoor Panoramas Jinsong Zhang, Jean-François Lalonde DCTM: Discrete-Continuous Transformation Matching for Semantic Flow Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

Spotlight S6 Posters

MemNet: A Persistent Memory Network for Image Restoration Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu Structure-Measure: A New Way to Evaluate Foreground Maps Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon Practical and Efficient Multi-View Matching Eleonora Maset, Federica Arrigoni, Andrea Fusiello Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations Yu-Sheng Lin, Wei-Chao Chen, Shao-Yi Chien Learning to Push the Limits of Efficient FFT-Based Image Deconvolution Jakob Kruse, Carsten Rother, Uwe Schmidt Learning Spread-Out Local Feature Descriptors Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang Visual Odometry for Pixel Processor Arrays Laurie Bose, Jianing Chen, Stephen J. Carey, Piotr Dudek, Walterio Mayol-Cuevas

3D Computer Vision

Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution From a Blurred Image Sequence Haesol Park, Kyoung Mu Lee 2D-Driven 3D Object Detection in RGB-D Images Jean Lahoud, Bernard Ghanem Ray Space Features for Plenoptic Structure-From-Motion Yingliang Zhang, Peihong Yu, Wei Yang, Yuanxi Ma, Jingyi Yu Depth Estimation Using Structured Light Flow — Analysis of Projected Pattern Flow on an Object's Surface Ryo Furukawa, Ryusuke Sagawa, Hiroshi Kawasaki Monocular Dense 3D Reconstruction of a Complex Dynamic Scene From Two Perspective Frames Suryansh Kumar, Yuchao Dai, Hongdong Li Optimal Transformation Estimation With Semantic Cues Danda Pani Paudel, Adlane Habed, Luc Van Gool Dynamics Enhanced Multi-Camera Motion Segmentation From Unsynchronized Videos Xikang Zhang, Bengisu Ozbay, Mario Sznaier, Octavia Camps Taking the Scenic Route to 3D: Optimising Reconstruction From Moving Cameras Oscar Mendez, Simon Hadfield, Nicolas Pugeault, Richard Bowden FLaME: Fast Lightweight Mesh Estimation Using Variational Smoothing on Delaunay Graphs (, ) W. Nicholas Greene, Nicholas Roy

Biomedical Image Analysis

Efficient Algorithms for Moral Lineage Tracing Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers, Bjoern H. Menze, Bjoern Andres

Computational Photography

From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping () Yan Jia, Yinqiang Zheng, Lin Gu, Art Subpa-Asa, Antony Lam, Yoichi Sato, Imari Sato DeepFuse: A Deep Unsupervised Approach for Exposure Fusion With Extreme Exposure Image Pairs K. Ram Prabhakar, V Sai Srikar, R. Venkatesh Babu

Face & Gesture

Learning Dense Facial Correspondences in Unconstrained Images Ronald Yu, Shunsuke Saito, Haoxiang Li, Duygu Ceylan, Hao Li Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang, Pan Zhou

Low-Level Vision & Image Processing

Automatic Content-Aware Projection for 360° Videos Yeong Won Kim, Chang-Ryeol Lee, Dae-Yong Cho, Yong Hoon Kwon, Hyeok-Jae Choi, Kuk-Jin Yoon Blur-Invariant Deep Learning for Blind-Deblurring T. M. Nimisha, Akash Kumar Singh, A. N. Rajagopalan Non-Linear Convolution Filters for CNN-Based Learning Georgios Zoumpourlis, Alexandros Doumanoglou, Nicholas Vretos, Petros Daras AOD-Net: All-In-One Dehazing Network Boyi Li, Xiulian Peng, Zhangyang Wang, Jizheng Xu, Dan Feng Simultaneous Detection and Removal of High Altitude Clouds From an Image Tushar Sandhan, Jin Young Choi Understanding Low- and High-Level Contributions to Fixation Prediction Matthias Kümmerer, Thomas S. A. Wallis, Leon A. Gatys, Matthias Bethge Image Super-Resolution Using Dense Skip Connections Tong Tong, Gen Li, Xiejie Liu, Qinquan Gao Convergence Analysis of MAP Based Blur Kernel Estimation Sunghyun Cho, Seungyong Lee Blob Reconstruction Using Unilateral Second Order Gaussian Kernels With Application to High-ISO Long-Exposure Image Denoising Gang Wang, Carlos Lopez-Molina, Bernard De Baets Deep Generative Adversarial Compression Artifact Removal Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo

Motion & Tracking

Online Multi-Object Tracking Using CNN-Based Single Object Tracker With Spatial-Temporal Attention Mechanism Qi Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang, Bin Liu, Nenghai Yu

Recognition

Mutual Enhancement for Detection of Multiple Logos in Sports Videos Yuan Liao, Xiaoqing Lu, Chengcui Zhang, Yongtao Wang, Zhi Tang Referring Expression Generation and Comprehension via Attributes Jingyu Liu, Liang Wang, Ming-Hsuan Yang RoomNet: End-To-End Room Layout Estimation Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich SSH: Single Stage Headless Face Detector Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis AnnArbor: Approximate Nearest Neighbors Using Arborescence Coding Artem Babenko, Victor Lempitsky Boosting Image Captioning With Attributes Ting Yao, Yingwei Pan, Yehao Li, Zhaofan Qiu, Tao Mei Learning to Estimate 3D Hand Pose From Single RGB Images Christian Zimmermann, Thomas Brox Locally-Transferred Fisher Vectors for Texture Classification Yang Song, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell, Weidong Cai Object-Level Proposals Jianxiang Ma, Anlong Ming, Zilong Huang, Xinggang Wang, Yu Zhou Extreme Clicking for Efficient Object Annotation Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari WordSup: Exploiting Word Annotations for Character Based Text Detection Han Hu, Chengquan Zhang, Yuxuan Luo, Yuzhuo Wang, Junyu Han, Errui Ding Illuminating Pedestrians via Simultaneous Detection & Segmentation Garrick Brazil, Xi Yin, Xiaoming Liu Generalized Orderless Pooling Performs Implicit Salient Matching Marcel Simon, Yang Gao, Trevor Darrell, Joachim Denzler, Erik Rodner

Segmentation, Grouping & Shape

Exploiting Spatial Structure for Localizing Manipulated Image Regions Jawadul H. Bappy, Amit K. Roy-Chowdhury, Jason Bunk, Lakshmanan Nataraj, B. S. Manjunath RDFNet: RGB-D Multi-Level Residual Feature Fusion for Indoor Semantic Segmentation Seong-Jin Park, Ki-Sang Hong, Seungyong Lee The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes Gerhard Neuhold, Tobias Ollmann, Samuel Rota Bulò, Peter Kontschieder Self-Organized Text Detection With Minimal Post-Processing via Border Learning Yue Wu, Prem Natarajan

Statistical Methods & Learning

Sparse Exact PGA on Riemannian Manifolds Monami Banerjee, Rudrasis Chakraborty, Baba C. Vemuri Tensor RPCA by Bayesian CP Factorization With Complex Noise Qiong Luo, Zhi Han, Xi'ai Chen, Yao Wang, Deyu Meng, Dong Liang, Yandong Tang Multimodal Gaussian Process Latent Variable Models With Harmonization Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos Rotation Equivariant Vector Field Networks Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression Jian-Hao Luo, Jianxin Wu, Weiyao Lin AutoDIAL: Automatic DomaIn Alignment Layers Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò Focusing Attention: Towards Accurate Text Recognition in Natural Images Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu, Shuigeng Zhou Unsupervised Object Segmentation in Video by Efficient Selection of Highly Probable Positive Features Emanuela Haller, Marius Leordeanu Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning Prasoon Goyal, Zhiting Hu, Xiaodan Liang, Chenyu Wang, Eric P. Xing Dense and Low-Rank Gaussian CRFs Using Deep Embeddings Siddhartha Chandra, Nicolas Usunier, Iasonas Kokkinos

Video

A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses Quan Gan, Shangfei Wang, Longfei Hao, Qiang Ji Moving Object Detection in Time-Lapse or Motion Trigger Image Sequences Using Low-Rank and Invariant Sparse Decomposition Moein Shakeri, Hong Zhang A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras Yizhe Zhu, Ahmed Elgammal Dynamic Label Graph Matching for Unsupervised Video Re-Identification Mang Ye, Andy J. Ma, Liang Zheng, Jiawei Li, Pong C. Yuen Spatiotemporal Modeling for Crowd Counting in Videos Feng Xiong, Xingjian Shi, Dit-Yan Yeung

Vision for X

Personalized Cinemagraphs Using Semantic Understanding and Collaborative Learning Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang What Is Around the Camera? () Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars, Luc Van Gool

Oral 8

Recognition 3

Weakly-Supervised Learning of Visual Relations Julia Peyre, Josef Sivic, Ivan Laptev, Cordelia Schmid BIER - Boosting Independent Embeddings Robustly Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof 3D Graph Neural Networks for RGBD Semantic Segmentation Xiaojuan Qi, Renjie Liao, Jiaya Jia, Sanja Fidler, Raquel Urtasun Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo Learning 3D Object Categories by Looking Around Them David Novotny, Diane Larlus, Andrea Vedaldi

Spotlight 7

Recognition 3

Quantitative Evaluation of Confidence Measures in a Machine Learning World Matteo Poggi, Fabio Tosi, Stefano Mattoccia Towards End-To-End Text Spotting With Convolutional Recurrent Neural Networks Hui Li, Peng Wang, Chunhua Shen DeepSetNet: Predicting Sets With Deep Neural Networks S. Hamid Rezatofighi, Vijay Kumar B G, Anton Milan, Ehsan Abbasnejad, Anthony Dick, Ian Reid Learning From Video and Text via Large-Scale Discriminative Clustering Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic TALL: Temporal Activity Localization via Language Query Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia End-To-End Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering SouYoung Jin, Hang Su, Chris Stauffer, Erik Learned-Miller Active Decision Boundary Annotation With Deep Generative Models Miriam Huijser, Jan C. van Gemert Convolutional Dictionary Learning via Local Processing Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad

Poster 8

Oral O8 Posters

Weakly-Supervised Learning of Visual Relations Julia Peyre, Josef Sivic, Ivan Laptev, Cordelia Schmid BIER - Boosting Independent Embeddings Robustly Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof 3D Graph Neural Networks for RGBD Semantic Segmentation Xiaojuan Qi, Renjie Liao, Jiaya Jia, Sanja Fidler, Raquel Urtasun Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo Learning 3D Object Categories by Looking Around Them David Novotny, Diane Larlus, Andrea Vedaldi

Spotlight S7 Posters

Quantitative Evaluation of Confidence Measures in a Machine Learning World Matteo Poggi, Fabio Tosi, Stefano Mattoccia Towards End-To-End Text Spotting With Convolutional Recurrent Neural Networks Hui Li, Peng Wang, Chunhua Shen DeepSetNet: Predicting Sets With Deep Neural Networks S. Hamid Rezatofighi, Vijay Kumar B G, Anton Milan, Ehsan Abbasnejad, Anthony Dick, Ian Reid Learning From Video and Text via Large-Scale Discriminative Clustering Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic TALL: Temporal Activity Localization via Language Query Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia End-To-End Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering SouYoung Jin, Hang Su, Chris Stauffer, Erik Learned-Miller Active Decision Boundary Annotation With Deep Generative Models Miriam Huijser, Jan C. van Gemert Convolutional Dictionary Learning via Local Processing Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad

Oral O9 Posters

Deep Adaptive Image Clustering Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models J. H. Rick Chang, Chun-Liang Li, Barnabás Póczos, B. V. K. Vijaya Kumar, Aswin C. Sankaranarayanan Representation Learning by Learning to Count Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro StackGAN: Text to Photo-Realistic Image Synthesis With Stacked Generative Adversarial Networks Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings James Thewlis, Hakan Bilen, Andrea Vedaldi

3D Computer Vision

Editable Parametric Dense Foliage From 3D Capture Gaurav Chaurasia, Paul Beardsley Refractive Structure-From-Motion Through a Flat Refractive Interface François Chadebecq, Francisco Vasconcelos, George Dwyer, René, Lacher, Sébastien Ourselin, Tom Vercauteren, Danail Stoyanov Submodular Trajectory Optimization for Aerial 3D Scanning () Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta Sinha, Shital Shah, Ashish Kapoor, Pat Hanrahan, Neel Joshi Camera Calibration by Global Constraints on the Motion of Silhouettes Gil Ben-Artzi Deltille Grids for Geometric Camera Calibration Hyowon Ha, Michal Perdoch, Hatem Alismail, In So Kweon, Yaser Sheikh

Computational Photography

A Lightweight Single-Camera Polarization Compass With Covariance Estimation Wolfgang Stürzl Reflectance Capture Using Univariate Sampling of BRDFs Zhuo Hui, Kalyan Sunkavalli, Joon-Young Lee, Sunil Hadap, Jian Wang, Aswin C. Sankaranarayanan Estimating Defocus Blur via Rank of Local Patches Guodong Xu, Yuhui Quan, Hui Ji

Face & Gesture

RGB-Infrared Cross-Modality Person Re-Identification Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai Intrinsic 3D Dynamic Surface Tracking Based on Dynamic Ricci Flow and Teichmüller Map Xiaokang Yu, Na Lei, Yalin Wang, Xianfeng Gu Multi-Scale Deep Learning Architectures for Person Re-Identification Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue Range Loss for Deep Face Recognition With Long-Tailed Training Data Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao Face Sketch Matching via Coupled Deep Transform Learning Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Afzel Noore, Angshul Majumdar

Low-Level Vision & Image Processing

Realistic Dynamic Facial Textures From a Single Image Using GANs Kyle Olszewski, Zimo Li, Chao Yang, Yi Zhou, Ronald Yu, Zeng Huang, Sitao Xiang, Shunsuke Saito, Pushmeet Kohli, Hao Li Pixel Recursive Super Resolution Ryan Dahl, Mohammad Norouzi, Jonathon Shlens Recurrent Color Constancy Yanlin Qian, Ke Chen, Jarno Nikkanen, Joni-Kristian Kämäräinen, Jiří, Matas Saliency Pattern Detection by Ranking Structured Trees Lei Zhu, Haibin Ling, Jin Wu, Huiping Deng, Jin Liu

Motion & Tracking

Monocular Video-Based Trailer Coupler Detection Using Multiplexer Convolutional Neural Network Yousef Atoum, Joseph Roth, Michael Bliss, Wende Zhang, Xiaoming Liu Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking Heng Fan, Haibin Ling Non-Rigid Object Tracking via Deformable Patches Using Shape-Preserved KCF and Level Sets Xin Sun, Ngai-Man Cheung, Hongxun Yao, Yiluan Guo

Optimization Methods

A Discriminative View of MRF Pre-Processing Algorithms Chen Wang, Charles Herrmann, Ramin Zabih

Recognition

Offline Handwritten Signature Modeling and Verification Based on Archetypal Analysis Elias N. Zois, Ilias Theodorakopoulos, George Economou Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization Huseyin Coskun, Felix Achilles, Robert DiPietro, Nassir Navab, Federico Tombari Learning Spatio-Temporal Representation With Pseudo-3D Residual Networks Zhaofan Qiu, Ting Yao, Tao Mei Deeper, Broader and Artier Domain Generalization Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval Jifei Song, Qian Yu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales Soft-NMS — Improving Object Detection With One Line of Code Navaneeth Bodla, Bharat Singh, Rama Chellappa, Larry S. Davis Semantic Jitter: Dense Supervision for Visual Comparisons via Synthetic Images Aron Yu, Kristen Grauman Video Scene Parsing With Predictive Feature Learning Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin, Jimei Yang, Yunpeng Chen, Jian Dong, Luoqi Liu, Zequn Jie, Jiashi Feng, Shuicheng Yan Understanding and Mapping Natural Beauty Scott Workman, Richard Souvenir, Nathan Jacobs Human Pose Estimation Using Global and Local Normalization Ke Sun, Cuiling Lan, Junliang Xing, Wenjun Zeng, Dong Liu, Jingdong Wang HashNet: Deep Learning to Hash by Continuation Zhangjie Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu Scaling the Scattering Transform: Deep Hybrid Networks Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko Flip-Invariant Motion Representation Takumi Kobayashi Scene Categorization With Spectral Features Salman H. Khan, Munawar Hayat, Fatih Porikli Image2song: Song Retrieval via Bridging Image Content and Lyric Words Xuelong Li, Di Hu, Xiaoqiang Lu

Segmentation, Grouping & Shape

Deep Functional Maps: Structured Prediction for Dense Shape Correspondence Or Litany, Tal Remez, Emanuele Rodolà, Alex Bronstein, Michael Bronstein Training Deep Networks to Be Spatially Sensitive Nicholas Kolkin, Eli Shechtman, Gregory Shakhnarovich 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang, Jiwen Lu Semi Supervised Semantic Segmentation Using Generative Adversarial Network Nasim Souly, Concetto Spampinato, Mubarak Shah

Statistical Methods & Learning

Efficient Low Rank Tensor Ring Completion Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron Semantic Image Synthesis via Adversarial Learning Hao Dong, Simiao Yu, Chao Wu, Yike Guo Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto Interpretable Transformations With Encoder-Decoder Networks Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov, Gabriel J. Brostow Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Kamran Ghasedi Dizaji, Amirhossein Herandi, Cheng Deng, Weidong Cai, Heng Huang Scene Classification - formely: Deep Scene Image Classification With the MFAFVNet Yunsheng Li, Mandar Dixit, Nuno Vasconcelos Learning Bag-Of-Features Pooling for Deep Convolutional Neural Networks Nikolaos Passalis, Anastasios Tefas Adversarial Examples Detection in Deep Networks With Convolutional Filter Statistics Xin Li, Fuxin Li

Video

Joint Prediction of Activity Labels and Starting Times in Untrimmed Videos Tahmida Mahmud, Mahmudul Hasan, Amit K. Roy-Chowdhury R-C3D: Region Convolutional 3D Network for Temporal Activity Detection Huijuan Xu, Abir Das, Kate Saenko Temporal Context Network for Activity Localization in Videos Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Chen Localizing Moments in Video With Natural Language Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, Bryan Russell TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal Hongyuan Zhu, Romain Vial, Shijian Lu Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos Rui Hou, Chen Chen, Mubarak Shah Learning Action Recognition Model From Depth and Skeleton Videos Hossein Rahmani, Mohammed Bennamoun The "Something Something" Video Database for Learning and Evaluating Visual Common Sense Raghav Goyal; Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzyńska, Susanne Westphal, Heuna Kim, Valentin Haenel, Ingo Fruend, Peter Yianilos, Moritz Mueller-Freitag, Florian Hoppe, Christian Thurau, Ingo Bax, Roland Memisevic

Vision for X

GPLAC: Generalizing Vision-Based Robotic Skills Using Weakly Labeled Images Avi Singh, Larry Yang, Sergey Levine Semi-Global Weighted Least Squares in Image Filtering Wei Liu, Xiaogang Chen, Chuanhua Shen, Zhi Liu, Jie Yang Scale Recovery for Monocular Visual Odometry Using Depth Estimated With Deep Convolutional Neural Fields Xiaochuan Yin, Xiangwei Wang, Xiaoguo Du, Qijun Chen

Oral 9

Machine Learning

Deep Adaptive Image Clustering Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models J. H. Rick Chang, Chun-Liang Li, Barnabás Póczos, B. V. K. Vijaya Kumar, Aswin C. Sankaranarayanan Representation Learning by Learning to Count Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro StackGAN: Text to Photo-Realistic Image Synthesis With Stacked Generative Adversarial Networks Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings James Thewlis, Hakan Bilen, Andrea Vedaldi



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