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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2020: all accepted papers

1,466 papers · page 4 of 15 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2020

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  1. Weakly Supervised Semantic Point Cloud Segmentation: Towards 10× Fewer Labels ↗Xun Xu, Gim Hee Lee252 citations
  2. FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation ↗Xiang Li, Tianhan Wei, Yau Pun Chen et al.251 citations
  3. Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks ↗Tony C. W. Mok, Albert C. S. Chung251 citations
  4. Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis ↗Zhihao Lin, Sheng-Yu Huang, Yu-Chiang Frank Wang250 citations
  5. DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing ↗Shaohui Liu, Yinda Zhang, Songyou Peng et al.250 citations
  6. Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention ↗Dat Huynh, Ehsan Elhamifar250 citations
  7. Normalized and Geometry-Aware Self-Attention Network for Image Captioning ↗Longteng Guo, Jing Liu, Xinxin Zhu et al.250 citations
  8. EPOS: Estimating 6D Pose of Objects With Symmetries ↗Tomáš Hodaň, Dániel Baráth, Jiřı́ Matas249 citations
  9. Resolution Adaptive Networks for Efficient Inference ↗Le Yang, Yizeng Han, Xi Chen et al.249 citations
  10. Distilling Knowledge From Graph Convolutional Networks ↗Yiding Yang, Jiayan Qiu, Mingli Song et al.248 citations
  11. Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration ↗Yang He, Yuhang Ding, Ping Liu et al.248 citations
  12. MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks ↗Animesh Karnewar, Oliver Wang248 citations
  13. Benchmarking Adversarial Robustness on Image Classification ↗Yinpeng Dong, Qi-An Fu, Xiao Fang Yang et al.247 citations
  14. Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective ↗Muhammad Abdullah Jamal, Matthew Brown, Ming–Hsuan Yang et al.247 citations
  15. A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising ↗Kaixuan Wei, Ying Fu, Jiaolong Yang et al.246 citations
  16. Learning 3D Semantic Scene Graphs From 3D Indoor Reconstructions ↗Johanna Wald, Helisa Dhamo, Nassir Navab et al.244 citations
  17. Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation ↗Yangtao Zheng, Di Huang, Songtao Liu et al.243 citations
  18. Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF From a Single Image ↗Zhengqin Li, Mohammad Shafiei, Ravi Ramamoorthi et al.243 citations
  19. OccuSeg: Occupancy-Aware 3D Instance Segmentation ↗Lei Han, Tian Zheng, Lan Xu et al.243 citations
  20. Prime Sample Attention in Object Detection ↗Yuhang Cao, Kai Chen, Chen Change Loy et al.243 citations
  21. Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation ↗Runfa Chen, Wenbing Huang, Binghui Huang et al.243 citations
  22. Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization ↗Ruyi Ji, Longyin Wen, Libo Zhang et al.242 citations
  23. Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation ↗Zhonghao Wang, Mo Yu, Yunchao Wei et al.242 citations
  24. HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection ↗Maosheng Ye, Shuangjie Xu, Tongyi Cao242 citations
  25. RetinaTrack: Online Single Stage Joint Detection and Tracking ↗Zhichao Lu, Vivek Rathod, Ronny Votel et al.242 citations
  26. CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement ↗Ho Kei Cheng, Jihoon Chung, Yu‐Wing Tai et al.241 citations
  27. VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions ↗Oytun Ulutan, Adnan Iftekhar, Bangalore S Manjunath241 citations
  28. NAS-FCOS: Fast Neural Architecture Search for Object Detection ↗Ning Wang, Yang Gao, Hao Chen et al.240 citations
  29. Improved Few-Shot Visual Classification ↗Peyman Bateni, Raghav Goyal, Vaden Masrani et al.239 citations
  30. Physically Realizable Adversarial Examples for LiDAR Object Detection ↗James Tu, Mengye Ren, Sivabalan Manivasagam et al.238 citations
  31. Spatial-Temporal Graph Convolutional Network for Video-Based Person Re-Identification ↗Jinrui Yang, Wei‐Shi Zheng, Qize Yang et al.238 citations
  32. Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis ↗Mang Tik Chiu, Xingqian Xu, Yunchao Wei et al.237 citations
  33. Noisier2Noise: Learning to Denoise From Unpaired Noisy Data ↗Nick Moran, Dan Schmidt, Yu Zhong et al.237 citations
  34. Instance-Aware Image Colorization ↗Jheng-Wei Su, Hung‐Kuo Chu, Jia‐Bin Huang236 citations
  35. Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes From a Single Image ↗Yinyu Nie, Xiaoguang Han, Shihui Guo et al.236 citations
  36. Adversarial Latent Autoencoders ↗Stanislav Pidhorskyi, Donald Adjeroh, Gianfranco Doretto233 citations
  37. CRNet: Cross-Reference Networks for Few-Shot Segmentation ↗Weide Liu, Chi Zhang, Guosheng Lin et al.233 citations
  38. Clean-Label Backdoor Attacks on Video Recognition Models ↗Shihao Zhao, Xingjun Ma, Xiang Zheng et al.233 citations
  39. GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature Learning ↗Xinshuo Weng, Yongxin Wang, Yunze Man et al.233 citations
  40. LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World ↗Sivabalan Manivasagam, Shenlong Wang, Kelvin Wong et al.233 citations
  41. Unsupervised Learning of Probably Symmetric Deformable 3D Objects From Images in the Wild ↗Shangzhe Wu, Christian Rupprecht, Andrea Vedaldi233 citations
  42. Deep Representation Learning on Long-Tailed Data: A Learnable Embedding Augmentation Perspective ↗Jialun Liu, Yifan Sun, Chuchu Han et al.232 citations
  43. How to Train Your Deep Multi-Object Tracker ↗Yihong Xu, Aljosa sep, Yutong Ban et al.232 citations
  44. SpeedNet: Learning the Speediness in Videos ↗Sagie Benaim, Ariel Ephrat, Oran Lang et al.232 citations
  45. Bringing Old Photos Back to Life ↗Ziyu Wan, Bo Zhang, Dongdong Chen et al.231 citations
  46. Detection in Crowded Scenes: One Proposal, Multiple Predictions ↗Xuangeng Chu, Anlin Zheng, Xiangyu Zhang et al.231 citations
  47. Dual Super-Resolution Learning for Semantic Segmentation ↗Li Wang, Li Dong, Yousong Zhu et al.231 citations
  48. Effectively Unbiased FID and Inception Score and Where to Find Them ↗Min Jin Chong, David Alexander Forsyth231 citations
  49. Universal Source-Free Domain Adaptation ↗Jogendra Nath Kundu, Naveen Venkat, M Rahul et al.231 citations
  50. Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing ↗Zezheng Wang, Zitong Yu, Chenxu Zhao et al.229 citations
  51. Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition ↗Shikai Chen, Jianfeng Wang, Yuedong Chen et al.229 citations
  52. Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification ↗Dechao Meng, Liang Li, Xuejing Liu et al.229 citations
  53. Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition ↗Frederik Warburg, Søren Hauberg, Manuel López-Antequera et al.227 citations
  54. Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images ↗Noriaki Hashimoto, Daisuke Fukushima, Ryoichi Koga et al.227 citations
  55. Referring Image Segmentation via Cross-Modal Progressive Comprehension ↗Shaofei Huang, Tianrui Hui, Si Liu et al.227 citations
  56. Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection ↗Zhongzheng Ren, Zhiding Yu, Xiaodong Yang et al.225 citations
  57. F-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation ↗Konstantin Sofiiuk, Ilya A. Petrov, Olga Barinova et al.224 citations
  58. Select, Supplement and Focus for RGB-D Saliency Detection ↗Miao Zhang, Weisong Ren, Yongri Piao et al.224 citations
  59. M2m: Imbalanced Classification via Major-to-Minor Translation ↗Jaehyung Kim, Jongheon Jeong, Jinwoo Shin223 citations
  60. xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation ↗Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette et al.223 citations
  61. CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks ↗Maxim Maximov, Ismail Elezi, Laura Leal-Taixé222 citations
  62. DSGN: Deep Stereo Geometry Network for 3D Object Detection ↗Yilun Chen, Shu Liu, Xiaoyong Shen et al.222 citations
  63. Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning ↗Mei Wang, Weihong Deng222 citations
  64. 3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation ↗Francis Engelmann, Martin Bokeloh, Alireza Fathi et al.221 citations
  65. A Real-Time Cross-Modality Correlation Filtering Method for Referring Expression Comprehension ↗Yue Liao, Si Liu, Guanbin Li et al.221 citations
  66. Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles ↗Ranjie Duan, Xingjun Ma, Yisen Wang et al.221 citations
  67. SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness ↗Philipp Terhörst, Jan Niklas Kolf, Naser Damer et al.221 citations
  68. Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets ↗Daniel Haase, Manuel Amthor220 citations
  69. Detail-recovery Image Deraining via Context Aggregation Networks ↗Sen Deng, Mingqiang Wei, Jun Wang et al.219 citations
  70. Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement ↗Ren Yang, Fabian Mentzer, Luc Van Gool et al.218 citations
  71. Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA ↗Ronghang Hu, Amanpreet Singh, Trevor Jackson Darrell et al.217 citations
  72. Neural Topological SLAM for Visual Navigation ↗Devendra Singh Chaplot, Ruslan Salakhutdinov, Abhinav Kumar Gupta et al.217 citations
  73. Transfer Learning From Synthetic to Real-Noise Denoising With Adaptive Instance Normalization ↗Yoonsik Kim, Jae Woong Soh, Gu Yong Park et al.217 citations
  74. What’s Hidden in a Randomly Weighted Neural Network? ↗Vivek Ramanujan, Mitchell Wortsman, Aniruddha Kembhavi et al.217 citations
  75. M-LVC: Multiple Frames Prediction for Learned Video Compression ↗Jianping Lin, Dong Liu, Houqiang Li et al.216 citations
  76. Single-Stage 6D Object Pose Estimation ↗Yinlin Hu, Pascal Fua, Wei Wang et al.216 citations
  77. Where Am I Looking At? Joint Location and Orientation Estimation by Cross-View Matching ↗Yujiao Shi, Xin Feng Yu, Dylan Campbell et al.216 citations
  78. CvxNet: Learnable Convex Decomposition ↗Boyang Deng, Kyle Genova, Soroosh Yazdani et al.215 citations
  79. HOPE-Net: A Graph-Based Model for Hand-Object Pose Estimation ↗Bardia Doosti, Shujon Naha, Majid Mirbagheri et al.215 citations
  80. Recursive Social Behavior Graph for Trajectory Prediction ↗Jianhua Sun, Qinhong Jiang, Cewu Lu215 citations
  81. RoboTHOR: An Open Simulation-to-Real Embodied AI Platform ↗Matt Deitke, Winson Han, Alvaro Herrasti et al.215 citations
  82. Deep Image Spatial Transformation for Person Image Generation ↗Yurui Ren, Xiaoming Yu, Junming Chen et al.214 citations
  83. DeepCap: Monocular Human Performance Capture Using Weak Supervision ↗Marc Habermann, Weipeng Xu, Michael Zollhöfer et al.214 citations
  84. OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression ↗Lila Huang, Shenlong Wang, Kelvin Wong et al.214 citations
  85. Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks ↗Fengda Zhu, Yi Zhu, Xiaojun Chang et al.214 citations
  86. TPNet: Trajectory Proposal Network for Motion Prediction ↗Liangji Fang, Qinhong Jiang, Jianping Shi et al.213 citations
  87. Distilling Image Dehazing With Heterogeneous Task Imitation ↗Ming Hong, Yuan Xie, Cuihua Li et al.212 citations
  88. PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition ↗Kun Su, Xiulong Liu, Eli Shlizerman212 citations
  89. SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization ↗Xianzhi Du, Tsung-Yi Lin, Pengchong Jin et al.212 citations
  90. Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild ↗Dominik Kulon, Rıza Alp Güler, Iasonas Kokkinos et al.212 citations
  91. MLCVNet: Multi-Level Context VoteNet for 3D Object Detection ↗Qian Xie, Yu‐Kun Lai, Jing Wu et al.210 citations
  92. End-to-End Model-Free Reinforcement Learning for Urban Driving Using Implicit Affordances ↗Marin Toromanoff, Émilie Wirbel, Fabien Moutarde208 citations
  93. Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression ↗Yawei Li, Shuhang Gu, Christoph Mayer et al.208 citations
  94. SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization ↗Yue Jiang, Dantong Ji, Zhizhong Han et al.208 citations
  95. Temporally Distributed Networks for Fast Video Semantic Segmentation ↗Ping Hu, Fabian Caba, Oliver Wang et al.208 citations
  96. Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution ↗Xiaoyu Xiang, Yapeng Tian, Yulun Zhang et al.208 citations
  97. Enhanced Transport Distance for Unsupervised Domain Adaptation ↗Mengxue Li, Yi-Ming Zhai, You-Wei Luo et al.207 citations
  98. Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation ↗Junsong Fan, Zhaoxiang Zhang, Chunfeng Song et al.207 citations
  99. GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences ↗Prune Truong, Martin Danelljan, Radu Timofte206 citations
  100. D2Det: Towards High Quality Object Detection and Instance Segmentation ↗Jiale Cao, Hisham Cholakkal, Rao Muhammad Anwer et al.205 citations

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