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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017: all accepted papers

789 papers · page 1 of 8 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017

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  1. Densely Connected Convolutional Networks ↗Gao Ming Huang, Zhuang Liu, Laurens van der Maaten et al.45,633 citations
  2. Feature Pyramid Networks for Object Detection ↗Tsung-Yi Lin, Piotr Dollár, Ross Girshick et al.29,030 citations
  3. Image-to-Image Translation with Conditional Adversarial Networks ↗Phillip Isola, Jun-Yan Zhu, Tinghui Zhou et al.21,664 citations
  4. Xception: Deep Learning with Depthwise Separable Convolutions ↗Francois Chollet19,176 citations
  5. YOLO9000: Better, Faster, Stronger ↗Joseph Redmon, Ali Farhadi18,937 citations
  6. Pyramid Scene Parsing Network ↗Hengshuang Zhao, Jianping Shi, Xiaojuan Qi et al.15,307 citations
  7. Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network ↗Christian Ledig, Lucas Theis, Ferenc Huszár et al.12,119 citations
  8. Aggregated Residual Transformations for Deep Neural Networks ↗Saining Xie, Ross Girshick, Piotr Dollár et al.11,765 citations
  9. Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset ↗João Carreira, Andrew Zisserman9,242 citations
  10. PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation ↗Raffaelli Charles, Hao Su, Kaichun Mo et al.9,237 citations
  11. Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields ↗Zhe Cao, Tomas Simon, Shih-En Wei et al.7,278 citations
  12. Adversarial Discriminative Domain Adaptation ↗Eric Tzeng, Judy Hoffman, Kate Saenko et al.4,808 citations
  13. ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes ↗Angela Dai, Angel X. Chang, Manolis Savva et al.4,162 citations
  14. Residual Attention Network for Image Classification ↗Fei Wang, Mengqing Jiang, Chen Qian et al.3,863 citations
  15. iCaRL: Incremental Classifier and Representation Learning ↗Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, Georg Sperl et al.3,784 citations
  16. ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases ↗Xiaosong Wang, Yifan Peng, Le Lu et al.3,531 citations
  17. Multi-view 3D Object Detection Network for Autonomous Driving ↗Xiaozhi Chen, Huimin Ma, Ji Wan et al.3,340 citations
  18. Unsupervised Monocular Depth Estimation with Left-Right Consistency ↗Clément Godard, Oisin Mac Aodha, Gabriel Brostow3,168 citations
  19. FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks ↗Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia et al.3,152 citations
  20. Scene Parsing through ADE20K Dataset ↗Bolei Zhou, Hang Zhao, Xavier Puig et al.3,152 citations
  21. RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation ↗Guosheng Lin, Anton Milan, Chunhua Shen et al.3,140 citations
  22. SphereFace: Deep Hypersphere Embedding for Face Recognition ↗Weiyang Liu, Yandong Wen, Zhiding Yu et al.3,025 citations
  23. Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution ↗Wei‐Sheng Lai, Jia‐Bin Huang, Narendra Ahuja et al.2,976 citations
  24. Unsupervised Learning of Depth and Ego-Motion from Video ↗Tinghui Zhou, Matthew Brown, Noah Snavely et al.2,829 citations
  25. ECO: Efficient Convolution Operators for Tracking ↗Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan et al.2,708 citations
  26. Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors ↗Jonathan Huang, Vivek Rathod, Chen Sun et al.2,679 citations
  27. Universal Adversarial Perturbations ↗Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi et al.2,594 citations
  28. Image Super-Resolution via Deep Recursive Residual Network ↗Ying Yu Tai, Jian Jun Yang, Xiaoming Liu2,415 citations
  29. A Point Set Generation Network for 3D Object Reconstruction from a Single Image ↗Haoqiang Fan, Hao Su, Leonidas J. Guibas2,402 citations
  30. Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring ↗Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee2,275 citations
  31. Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering ↗Yash Goyal, Tejas Khot, Douglas A. Summers-Stay et al.2,227 citations
  32. Self-Critical Sequence Training for Image CaptioningSteven J. Rennie, Etienne Marcheret, Youssef Mroueh et al.2,112 citations · our summary
  33. Temporal Convolutional Networks for Action Segmentation and Detection ↗Colin Lea, Michael D. Flynn, René Vidal et al.2,112 citations
  34. Learning Deep CNN Denoiser Prior for Image Restoration ↗Kai Zhang, Wangmeng Zuo, Shuhang Gu et al.2,091 citations
  35. SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning ↗Long Chen, Hanwang Zhang, Jun Xiao et al.1,992 citations
  36. Deep Hashing Network for Unsupervised Domain Adaptation ↗Hemanth Venkateswara, José Eusébio, Shayok Chakraborty et al.1,986 citations
  37. EAST: An Efficient and Accurate Scene Text Detector ↗Xinyu Zhou, Cong Yao, He Wen et al.1,850 citations
  38. Learning from Simulated and Unsupervised Images through Adversarial Training ↗Ashish Shrivastava, Tomas Pfister, Oncel Tuzel et al.1,814 citations
  39. Dilated Residual Networks ↗Fisher Yu, Vladlen Koltun, Thomas A. Funkhouser1,804 citations
  40. Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs ↗Federico Monti, Davide Boscaini, Jonathan Masci et al.1,745 citations
  41. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning ↗Justin M. Johnson, Bharath Hariharan, Laurens van der Maaten et al.1,742 citations
  42. Large Kernel Matters — Improve Semantic Segmentation by Global Convolutional Network ↗Chao Peng, Xiangyu Zhang, Gang Yu et al.1,671 citations
  43. Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning ↗Jiasen Lu, Caiming Xiong, Devi Parikh et al.1,670 citations
  44. OctNet: Learning Deep 3D Representations at High Resolutions ↗Gernot Riegler, Ali Osman Ulusoy, Andreas Geiger1,589 citations
  45. Re-ranking Person Re-identification with k-Reciprocal Encoding ↗Zhun Zhong, Liang Zheng, Donglin Cao et al.1,583 citations
  46. A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning ↗Junho Yim, Donggyu Joo, Ji‐Hoon Bae et al.1,570 citations
  47. Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks ↗Konstantinos Bousmalis, Nathan Silberman, David Dohan et al.1,555 citations
  48. Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition ↗Jianlong Fu, Heliang Zheng, Tao Mei1,400 citations
  49. Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach ↗Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon et al.1,399 citations
  50. Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild ↗Shan Li, Weihong Deng, Junping Du1,394 citations
  51. Optical Flow Estimation Using a Spatial Pyramid Network ↗Anurag Ranjan, Michael J. Black1,344 citations
  52. Network Dissection: Quantifying Interpretability of Deep Visual Representations ↗David Anthony Bau, Bolei Zhou, Aditya Khosla et al.1,337 citations
  53. Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs ↗Martin Simonovsky, Nikos Komodakis A1,266 citations
  54. Learning to Detect Salient Objects with Image-Level Supervision ↗Lijun Wang, Huchuan Lu, Yifan Wang et al.1,265 citations
  55. Removing Rain from Single Images via a Deep Detail Network ↗Xueyang Fu, Jia‐Bin Huang, Delu Zeng et al.1,235 citations
  56. Deep Joint Rain Detection and Removal from a Single Image ↗Wenhan Yang, Robby T. Tan, Jiashi Feng et al.1,231 citations
  57. Scene Graph Generation by Iterative Message Passing ↗Danfei Xu, Yuke Zhu, Christopher Choy et al.1,231 citations
  58. Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification ↗Weihua Chen, Xiaotang Chen, Jianguo Zhang et al.1,224 citations
  59. Semantic Scene Completion from a Single Depth Image ↗Shuran Song, Fisher Yu, Andy Zeng et al.1,209 citations
  60. Semantic Image Inpainting with Deep Generative Models ↗Raymond A. Yeh, Chen Chen, Teck Yian Lim et al.1,206 citations
  61. Age Progression/Regression by Conditional Adversarial Autoencoder ↗Zhifei Zhang, Yang Song, Hairong Qi1,145 citations
  62. Deeply Supervised Salient Object Detection with Short Connections ↗Qibin Hou, Ming‐Ming Cheng, Xiaowei Hu et al.1,143 citations
  63. 3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions ↗Andy Zeng, Shuran Song, Matthias Nießner et al.1,128 citations
  64. 3D Bounding Box Estimation Using Deep Learning and Geometry ↗Arsalan Mousavian, Dragomir Anguelov, John Flynn et al.1,127 citations
  65. Discriminative Correlation Filter with Channel and Spatial Reliability ↗Alan Lukežič, Tomas Vojir, Luka Čehovin Zajc et al.1,124 citations
  66. Hand Keypoint Detection in Single Images Using Multiview Bootstrapping ↗Tomas Simon, Hanbyul Joo, Iain A. Matthews et al.1,119 citations
  67. Fully Convolutional Instance-Aware Semantic Segmentation ↗Yi Li, Haozhi Qi, Jifeng Dai et al.1,071 citations
  68. DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents ↗Namhoon Lee, Wongun Choi, Paul Vernaza et al.1,067 citations
  69. CityPersons: A Diverse Dataset for Pedestrian Detection ↗Shanshan Zhang, Rodrigo Benenson, Bernt Schiele1,014 citations
  70. Disentangled Representation Learning GAN for Pose-Invariant Face Recognition ↗Luan Tran, Xi Peng Yin, Xiaoming Liu1,005 citations
  71. On Human Motion Prediction Using Recurrent Neural Networks ↗Julieta Martínez, Michael J. Black, Javier Romero984 citations
  72. Switching Convolutional Neural Network for Crowd Counting ↗Deepak Babu Sam, Shiv Surya, R. Venkatesh Babu967 citations
  73. A Low Power, Fully Event-Based Gesture Recognition System ↗Arnon Amir, Brian Taba, David Berg et al.964 citations
  74. Semantic Autoencoder for Zero-Shot Learning ↗Elyor Kodirov, Tao Xiang, Shaogang Gong921 citations
  75. Perceptual Generative Adversarial Networks for Small Object Detection ↗Jianan Li, Xiaodan Liang, Yunchao Wei et al.913 citations
  76. Learning from Synthetic Humans ↗Gül Varol, Javier Romero, Xavier Martín et al.908 citations
  77. Joint Detection and Identification Feature Learning for Person Search ↗Tong Xiao, Shuang Li, Bochao Wang et al.890 citations
  78. Full Resolution Image Compression with Recurrent Neural Networks ↗George D. Toderici, Damien Vincent, Nick Johnston et al.886 citations
  79. A Multi-view Stereo Benchmark with High-Resolution Images and Multi-camera Videos ↗Thomas Schöps, Johannes L. Schönberger, Silvano Galliani et al.885 citations
  80. Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose ↗Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis et al.884 citations
  81. One-Shot Video Object Segmentation ↗Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset et al.884 citations
  82. Deep Cross-Modal Hashing ↗Qing-Yuan Jiang, Wu-Jun Li880 citations
  83. High-Resolution Image Inpainting Using Multi-scale Neural Patch Synthesis ↗Chao Yang, Xin Lu, Zhe Lin et al.877 citations
  84. Spindle Net: Person Re-identification with Human Body Region Guided Feature Decomposition and Fusion ↗Haiyu Zhao, Maoqing Tian, Shuyang Sun et al.877 citations
  85. End-to-End Learning of Driving Models from Large-Scale Video Datasets ↗Huazhe Xu, Yang Gao, Fisher Yu et al.870 citations
  86. Zero-Shot Learning — The Good, the Bad and the Ugly ↗Yongqin Xian, Bernt Schiele, Zeynep Akata865 citations
  87. Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach ↗Yunchao Wei, Jiashi Feng, Xiaodan Liang et al.863 citations
  88. Towards Accurate Multi-person Pose Estimation in the Wild ↗George Papandreou, Tyler Zhu, Nori Kanazawa et al.860 citations
  89. Person Re-identification in the Wild ↗Liang Zheng, Hengheng Zhang, Shaoyan Sun et al.830 citations
  90. Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis ↗Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky815 citations
  91. A New Representation of Skeleton Sequences for 3D Action Recognition ↗Qiuhong Ke, Mohammed Bennamoun, Senjian An et al.792 citations
  92. CNN-SLAM: Real-Time Dense Monocular SLAM with Learned Depth Prediction ↗Keisuke Tateno, Federico Tombari, Iro Laina et al.786 citations
  93. Geometric Loss Functions for Camera Pose Regression with Deep Learning ↗Alex Kendall, Roberto Cipolla782 citations
  94. Richer Convolutional Features for Edge Detection ↗Yun Liu, Ming‐Ming Cheng, Xiaowei Hu et al.780 citations
  95. Detecting Oriented Text in Natural Images by Linking Segments ↗Baoguang Shi, Xiang Bai, Serge Belongie775 citations
  96. Simple Does It: Weakly Supervised Instance and Semantic Segmentation ↗Anna Khoreva, Rodrigo Benenson, Jan Hosang et al.764 citations
  97. Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation ↗José Caballero, Christian Ledig, Andrew P. Aitken et al.763 citations
  98. Learning a Deep Embedding Model for Zero-Shot Learning ↗Li Zhang, Tao Xiang, Shaogang Gong740 citations
  99. Multi-context Attention for Human Pose Estimation ↗Xiao Chu, Wei Ping Yang, Wanli Ouyang et al.737 citations
  100. Dual Attention Networks for Multimodal Reasoning and Matching ↗Hyeonseob Nam, Jung-Woo Ha, Jeonghee Kim726 citations

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