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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](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2017/)

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1. **[Densely Connected Convolutional Networks ↗](https://doi.org/10.1109/cvpr.2017.243)**Gao Ming Huang, Zhuang Liu, Laurens van der Maaten et al.*45,633 citations*
2. **[Feature Pyramid Networks for Object Detection ↗](https://doi.org/10.1109/cvpr.2017.106)**Tsung-Yi Lin, Piotr Dollár, Ross Girshick et al.*29,030 citations*
3. **[Image-to-Image Translation with Conditional Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2017.632)**Phillip Isola, Jun-Yan Zhu, Tinghui Zhou et al.*21,664 citations*
4. **[Xception: Deep Learning with Depthwise Separable Convolutions ↗](https://doi.org/10.1109/cvpr.2017.195)**Francois Chollet*19,176 citations*
5. **[YOLO9000: Better, Faster, Stronger ↗](https://doi.org/10.1109/cvpr.2017.690)**Joseph Redmon, Ali Farhadi*18,937 citations*
6. **[Pyramid Scene Parsing Network ↗](https://doi.org/10.1109/cvpr.2017.660)**Hengshuang Zhao, Jianping Shi, Xiaojuan Qi et al.*15,307 citations*
7. **[Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network ↗](https://doi.org/10.1109/cvpr.2017.19)**Christian Ledig, Lucas Theis, Ferenc Huszár et al.*12,119 citations*
8. **[Aggregated Residual Transformations for Deep Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.634)**Saining Xie, Ross Girshick, Piotr Dollár et al.*11,765 citations*
9. **[Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset ↗](https://doi.org/10.1109/cvpr.2017.502)**João Carreira, Andrew Zisserman*9,242 citations*
10. **[PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation ↗](https://doi.org/10.1109/cvpr.2017.16)**Raffaelli Charles, Hao Su, Kaichun Mo et al.*9,237 citations*
11. **[Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields ↗](https://doi.org/10.1109/cvpr.2017.143)**Zhe Cao, Tomas Simon, Shih-En Wei et al.*7,278 citations*
12. **[Adversarial Discriminative Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2017.316)**Eric Tzeng, Judy Hoffman, Kate Saenko et al.*4,808 citations*
13. **[ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes ↗](https://doi.org/10.1109/cvpr.2017.261)**Angela Dai, Angel X. Chang, Manolis Savva et al.*4,162 citations*
14. **[Residual Attention Network for Image Classification ↗](https://doi.org/10.1109/cvpr.2017.683)**Fei Wang, Mengqing Jiang, Chen Qian et al.*3,863 citations*
15. **[iCaRL: Incremental Classifier and Representation Learning ↗](https://doi.org/10.1109/cvpr.2017.587)**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 ↗](https://doi.org/10.1109/cvpr.2017.369)**Xiaosong Wang, Yifan Peng, Le Lu et al.*3,531 citations*
17. **[Multi-view 3D Object Detection Network for Autonomous Driving ↗](https://doi.org/10.1109/cvpr.2017.691)**Xiaozhi Chen, Huimin Ma, Ji Wan et al.*3,340 citations*
18. **[Unsupervised Monocular Depth Estimation with Left-Right Consistency ↗](https://doi.org/10.1109/cvpr.2017.699)**Clément Godard, Oisin Mac Aodha, Gabriel Brostow*3,168 citations*
19. **[FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks ↗](https://doi.org/10.1109/cvpr.2017.179)**Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia et al.*3,152 citations*
20. **[Scene Parsing through ADE20K Dataset ↗](https://doi.org/10.1109/cvpr.2017.544)**Bolei Zhou, Hang Zhao, Xavier Puig et al.*3,152 citations*
21. **[RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.549)**Guosheng Lin, Anton Milan, Chunhua Shen et al.*3,140 citations*
22. **[SphereFace: Deep Hypersphere Embedding for Face Recognition ↗](https://doi.org/10.1109/cvpr.2017.713)**Weiyang Liu, Yandong Wen, Zhiding Yu et al.*3,025 citations*
23. **[Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution ↗](https://doi.org/10.1109/cvpr.2017.618)**Wei‐Sheng Lai, Jia‐Bin Huang, Narendra Ahuja et al.*2,976 citations*
24. **[Unsupervised Learning of Depth and Ego-Motion from Video ↗](https://doi.org/10.1109/cvpr.2017.700)**Tinghui Zhou, Matthew Brown, Noah Snavely et al.*2,829 citations*
25. **[ECO: Efficient Convolution Operators for Tracking ↗](https://doi.org/10.1109/cvpr.2017.733)**Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan et al.*2,708 citations*
26. **[Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors ↗](https://doi.org/10.1109/cvpr.2017.351)**Jonathan Huang, Vivek Rathod, Chen Sun et al.*2,679 citations*
27. **[Universal Adversarial Perturbations ↗](https://doi.org/10.1109/cvpr.2017.17)**Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi et al.*2,594 citations*
28. **[Image Super-Resolution via Deep Recursive Residual Network ↗](https://doi.org/10.1109/cvpr.2017.298)**Ying Yu Tai, Jian Jun Yang, Xiaoming Liu*2,415 citations*
29. **[A Point Set Generation Network for 3D Object Reconstruction from a Single Image ↗](https://doi.org/10.1109/cvpr.2017.264)**Haoqiang Fan, Hao Su, Leonidas J. Guibas*2,402 citations*
30. **[Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring ↗](https://doi.org/10.1109/cvpr.2017.35)**Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee*2,275 citations*
31. **[Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2017.670)**Yash Goyal, Tejas Khot, Douglas A. Summers-Stay et al.*2,227 citations*
32. **[Self-Critical Sequence Training for Image Captioning](https://md.research.elamur.ai/free/en/papers/rennie-2016-self-critical-sequence-training-image/)**Steven J. Rennie, Etienne Marcheret, Youssef Mroueh et al.*2,112 citations · our summary*
33. **[Temporal Convolutional Networks for Action Segmentation and Detection ↗](https://doi.org/10.1109/cvpr.2017.113)**Colin Lea, Michael D. Flynn, René Vidal et al.*2,112 citations*
34. **[Learning Deep CNN Denoiser Prior for Image Restoration ↗](https://doi.org/10.1109/cvpr.2017.300)**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 ↗](https://doi.org/10.1109/cvpr.2017.667)**Long Chen, Hanwang Zhang, Jun Xiao et al.*1,992 citations*
36. **[Deep Hashing Network for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2017.572)**Hemanth Venkateswara, José Eusébio, Shayok Chakraborty et al.*1,986 citations*
37. **[EAST: An Efficient and Accurate Scene Text Detector ↗](https://doi.org/10.1109/cvpr.2017.283)**Xinyu Zhou, Cong Yao, He Wen et al.*1,850 citations*
38. **[Learning from Simulated and Unsupervised Images through Adversarial Training ↗](https://doi.org/10.1109/cvpr.2017.241)**Ashish Shrivastava, Tomas Pfister, Oncel Tuzel et al.*1,814 citations*
39. **[Dilated Residual Networks ↗](https://doi.org/10.1109/cvpr.2017.75)**Fisher Yu, Vladlen Koltun, Thomas A. Funkhouser*1,804 citations*
40. **[Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs ↗](https://doi.org/10.1109/cvpr.2017.576)**Federico Monti, Davide Boscaini, Jonathan Masci et al.*1,745 citations*
41. **[CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning ↗](https://doi.org/10.1109/cvpr.2017.215)**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 ↗](https://doi.org/10.1109/cvpr.2017.189)**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 ↗](https://doi.org/10.1109/cvpr.2017.345)**Jiasen Lu, Caiming Xiong, Devi Parikh et al.*1,670 citations*
44. **[OctNet: Learning Deep 3D Representations at High Resolutions ↗](https://doi.org/10.1109/cvpr.2017.701)**Gernot Riegler, Ali Osman Ulusoy, Andreas Geiger*1,589 citations*
45. **[Re-ranking Person Re-identification with k-Reciprocal Encoding ↗](https://doi.org/10.1109/cvpr.2017.389)**Zhun Zhong, Liang Zheng, Donglin Cao et al.*1,583 citations*
46. **[A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning ↗](https://doi.org/10.1109/cvpr.2017.754)**Junho Yim, Donggyu Joo, Ji‐Hoon Bae et al.*1,570 citations*
47. **[Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2017.18)**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 ↗](https://doi.org/10.1109/cvpr.2017.476)**Jianlong Fu, Heliang Zheng, Tao Mei*1,400 citations*
49. **[Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach ↗](https://doi.org/10.1109/cvpr.2017.240)**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 ↗](https://doi.org/10.1109/cvpr.2017.277)**Shan Li, Weihong Deng, Junping Du*1,394 citations*
51. **[Optical Flow Estimation Using a Spatial Pyramid Network ↗](https://doi.org/10.1109/cvpr.2017.291)**Anurag Ranjan, Michael J. Black*1,344 citations*
52. **[Network Dissection: Quantifying Interpretability of Deep Visual Representations ↗](https://doi.org/10.1109/cvpr.2017.354)**David Anthony Bau, Bolei Zhou, Aditya Khosla et al.*1,337 citations*
53. **[Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs ↗](https://doi.org/10.1109/cvpr.2017.11)**Martin Simonovsky, Nikos Komodakis A*1,266 citations*
54. **[Learning to Detect Salient Objects with Image-Level Supervision ↗](https://doi.org/10.1109/cvpr.2017.404)**Lijun Wang, Huchuan Lu, Yifan Wang et al.*1,265 citations*
55. **[Removing Rain from Single Images via a Deep Detail Network ↗](https://doi.org/10.1109/cvpr.2017.186)**Xueyang Fu, Jia‐Bin Huang, Delu Zeng et al.*1,235 citations*
56. **[Deep Joint Rain Detection and Removal from a Single Image ↗](https://doi.org/10.1109/cvpr.2017.183)**Wenhan Yang, Robby T. Tan, Jiashi Feng et al.*1,231 citations*
57. **[Scene Graph Generation by Iterative Message Passing ↗](https://doi.org/10.1109/cvpr.2017.330)**Danfei Xu, Yuke Zhu, Christopher Choy et al.*1,231 citations*
58. **[Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2017.145)**Weihua Chen, Xiaotang Chen, Jianguo Zhang et al.*1,224 citations*
59. **[Semantic Scene Completion from a Single Depth Image ↗](https://doi.org/10.1109/cvpr.2017.28)**Shuran Song, Fisher Yu, Andy Zeng et al.*1,209 citations*
60. **[Semantic Image Inpainting with Deep Generative Models ↗](https://doi.org/10.1109/cvpr.2017.728)**Raymond A. Yeh, Chen Chen, Teck Yian Lim et al.*1,206 citations*
61. **[Age Progression/Regression by Conditional Adversarial Autoencoder ↗](https://doi.org/10.1109/cvpr.2017.463)**Zhifei Zhang, Yang Song, Hairong Qi*1,145 citations*
62. **[Deeply Supervised Salient Object Detection with Short Connections ↗](https://doi.org/10.1109/cvpr.2017.563)**Qibin Hou, Ming‐Ming Cheng, Xiaowei Hu et al.*1,143 citations*
63. **[3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions ↗](https://doi.org/10.1109/cvpr.2017.29)**Andy Zeng, Shuran Song, Matthias Nießner et al.*1,128 citations*
64. **[3D Bounding Box Estimation Using Deep Learning and Geometry ↗](https://doi.org/10.1109/cvpr.2017.597)**Arsalan Mousavian, Dragomir Anguelov, John Flynn et al.*1,127 citations*
65. **[Discriminative Correlation Filter with Channel and Spatial Reliability ↗](https://doi.org/10.1109/cvpr.2017.515)**Alan Lukežič, Tomas Vojir, Luka Čehovin Zajc et al.*1,124 citations*
66. **[Hand Keypoint Detection in Single Images Using Multiview Bootstrapping ↗](https://doi.org/10.1109/cvpr.2017.494)**Tomas Simon, Hanbyul Joo, Iain A. Matthews et al.*1,119 citations*
67. **[Fully Convolutional Instance-Aware Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.472)**Yi Li, Haozhi Qi, Jifeng Dai et al.*1,071 citations*
68. **[DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents ↗](https://doi.org/10.1109/cvpr.2017.233)**Namhoon Lee, Wongun Choi, Paul Vernaza et al.*1,067 citations*
69. **[CityPersons: A Diverse Dataset for Pedestrian Detection ↗](https://doi.org/10.1109/cvpr.2017.474)**Shanshan Zhang, Rodrigo Benenson, Bernt Schiele*1,014 citations*
70. **[Disentangled Representation Learning GAN for Pose-Invariant Face Recognition ↗](https://doi.org/10.1109/cvpr.2017.141)**Luan Tran, Xi Peng Yin, Xiaoming Liu*1,005 citations*
71. **[On Human Motion Prediction Using Recurrent Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.497)**Julieta Martínez, Michael J. Black, Javier Romero*984 citations*
72. **[Switching Convolutional Neural Network for Crowd Counting ↗](https://doi.org/10.1109/cvpr.2017.429)**Deepak Babu Sam, Shiv Surya, R. Venkatesh Babu*967 citations*
73. **[A Low Power, Fully Event-Based Gesture Recognition System ↗](https://doi.org/10.1109/cvpr.2017.781)**Arnon Amir, Brian Taba, David Berg et al.*964 citations*
74. **[Semantic Autoencoder for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2017.473)**Elyor Kodirov, Tao Xiang, Shaogang Gong*921 citations*
75. **[Perceptual Generative Adversarial Networks for Small Object Detection ↗](https://doi.org/10.1109/cvpr.2017.211)**Jianan Li, Xiaodan Liang, Yunchao Wei et al.*913 citations*
76. **[Learning from Synthetic Humans ↗](https://doi.org/10.1109/cvpr.2017.492)**Gül Varol, Javier Romero, Xavier Martín et al.*908 citations*
77. **[Joint Detection and Identification Feature Learning for Person Search ↗](https://doi.org/10.1109/cvpr.2017.360)**Tong Xiao, Shuang Li, Bochao Wang et al.*890 citations*
78. **[Full Resolution Image Compression with Recurrent Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.577)**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 ↗](https://doi.org/10.1109/cvpr.2017.272)**Thomas Schöps, Johannes L. Schönberger, Silvano Galliani et al.*885 citations*
80. **[Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose ↗](https://doi.org/10.1109/cvpr.2017.139)**Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis et al.*884 citations*
81. **[One-Shot Video Object Segmentation ↗](https://doi.org/10.1109/cvpr.2017.565)**Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset et al.*884 citations*
82. **[Deep Cross-Modal Hashing ↗](https://doi.org/10.1109/cvpr.2017.348)**Qing-Yuan Jiang, Wu-Jun Li*880 citations*
83. **[High-Resolution Image Inpainting Using Multi-scale Neural Patch Synthesis ↗](https://doi.org/10.1109/cvpr.2017.434)**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 ↗](https://doi.org/10.1109/cvpr.2017.103)**Haiyu Zhao, Maoqing Tian, Shuyang Sun et al.*877 citations*
85. **[End-to-End Learning of Driving Models from Large-Scale Video Datasets ↗](https://doi.org/10.1109/cvpr.2017.376)**Huazhe Xu, Yang Gao, Fisher Yu et al.*870 citations*
86. **[Zero-Shot Learning — The Good, the Bad and the Ugly ↗](https://doi.org/10.1109/cvpr.2017.328)**Yongqin Xian, Bernt Schiele, Zeynep Akata*865 citations*
87. **[Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach ↗](https://doi.org/10.1109/cvpr.2017.687)**Yunchao Wei, Jiashi Feng, Xiaodan Liang et al.*863 citations*
88. **[Towards Accurate Multi-person Pose Estimation in the Wild ↗](https://doi.org/10.1109/cvpr.2017.395)**George Papandreou, Tyler Zhu, Nori Kanazawa et al.*860 citations*
89. **[Person Re-identification in the Wild ↗](https://doi.org/10.1109/cvpr.2017.357)**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 ↗](https://doi.org/10.1109/cvpr.2017.437)**Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky*815 citations*
91. **[A New Representation of Skeleton Sequences for 3D Action Recognition ↗](https://doi.org/10.1109/cvpr.2017.486)**Qiuhong Ke, Mohammed Bennamoun, Senjian An et al.*792 citations*
92. **[CNN-SLAM: Real-Time Dense Monocular SLAM with Learned Depth Prediction ↗](https://doi.org/10.1109/cvpr.2017.695)**Keisuke Tateno, Federico Tombari, Iro Laina et al.*786 citations*
93. **[Geometric Loss Functions for Camera Pose Regression with Deep Learning ↗](https://doi.org/10.1109/cvpr.2017.694)**Alex Kendall, Roberto Cipolla*782 citations*
94. **[Richer Convolutional Features for Edge Detection ↗](https://doi.org/10.1109/cvpr.2017.622)**Yun Liu, Ming‐Ming Cheng, Xiaowei Hu et al.*780 citations*
95. **[Detecting Oriented Text in Natural Images by Linking Segments ↗](https://doi.org/10.1109/cvpr.2017.371)**Baoguang Shi, Xiang Bai, Serge Belongie*775 citations*
96. **[Simple Does It: Weakly Supervised Instance and Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.181)**Anna Khoreva, Rodrigo Benenson, Jan Hosang et al.*764 citations*
97. **[Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation ↗](https://doi.org/10.1109/cvpr.2017.304)**José Caballero, Christian Ledig, Andrew P. Aitken et al.*763 citations*
98. **[Learning a Deep Embedding Model for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2017.321)**Li Zhang, Tao Xiang, Shaogang Gong*740 citations*
99. **[Multi-context Attention for Human Pose Estimation ↗](https://doi.org/10.1109/cvpr.2017.601)**Xiao Chu, Wei Ping Yang, Wanli Ouyang et al.*737 citations*
100. **[Dual Attention Networks for Multimodal Reasoning and Matching ↗](https://doi.org/10.1109/cvpr.2017.232)**Hyeonseob Nam, Jung-Woo Ha, Jeonghee Kim*726 citations*

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