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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019: all accepted papers

1,299 papers · page 2 of 13 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019

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  1. Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders ↗Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha et al.717 citations
  2. Towards VQA Models That Can Read ↗Amanpreet Singh, Vivek Natarajan, Meet Shah et al.711 citations
  3. Learning Loss for Active Learning ↗Donggeun Yoo, In So Kweon704 citations
  4. OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge ↗Kenneth Marino, Mohammad Rastegari, Ali Farhadi et al.703 citations
  5. A General and Adaptive Robust Loss Function ↗Jonathan T. Barron689 citations
  6. Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification ↗Zhun Zhong, Liang Zheng, Zhiming Luo et al.685 citations
  7. Region Proposal by Guided Anchoring ↗Jiaqi Wang, Kai Chen, Shuo Yang et al.685 citations
  8. Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset ↗Tianyu Wang, Xin She Yang, Ke Xu et al.681 citations
  9. Structured Knowledge Distillation for Semantic Segmentation ↗Yifan Liu, Ke Chen, Chris Liu et al.681 citations
  10. MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation ↗Yazan Abu Farha, Jüergen Gall671 citations
  11. Variational Information Distillation for Knowledge Transfer ↗Sungsoo Ahn, Shell Xu Hu, Andreas Damianou et al.671 citations
  12. Bidirectional Learning for Domain Adaptation of Semantic Segmentation ↗Yunsheng Li, Lu Yuan, Nuno M. Vasconcelos670 citations
  13. CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning ↗Chi Zhang, Guosheng Lin, Fayao Liu et al.670 citations
  14. PartNet: A Large-Scale Benchmark for Fine-Grained and Hierarchical Part-Level 3D Object Understanding ↗Kaichun Mo, Shilin Zhu, Angel X. Chang et al.667 citations
  15. Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference ↗Yao Yao, Zixin Luo, Shiwei Li et al.666 citations
  16. Label Propagation for Deep Semi-Supervised Learning ↗Ahmet İşcen, Giorgos Tolias, Yannis Avrithis et al.659 citations
  17. Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot Learning ↗Wenbin Li, Lei Wang, Jinglin Xu et al.654 citations
  18. Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring ↗Hongguang Zhang, Yuchao Dai, Hongdong Li et al.652 citations
  19. Revisiting Self-Supervised Visual Representation Learning ↗Alexander Kolesnikov, Xiaohua Zhai, Lucas Beyer649 citations
  20. ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features ↗Yue Wu, Wael AbdAlmageed, Prem Natarajan647 citations
  21. Searching for a Robust Neural Architecture in Four GPU Hours ↗Xuanyi Dong, Yi Ping Yang640 citations
  22. MOTS: Multi-Object Tracking and Segmentation ↗Paul Voigtlaender, Michael Krause, Aljoša Ošep et al.635 citations
  23. Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation ↗Anurag Ranjan, Varun Jampani, Lukas Balles et al.632 citations
  24. MirrorGAN: Learning Text-To-Image Generation by Redescription ↗Tingting Qiao, Jing Zhang, Duanqing Xu et al.628 citations
  25. Sea-Thru: A Method for Removing Water From Underwater Images ↗Derya Akkaynak, Tali Treibitz625 citations
  26. Learning From Synthetic Data for Crowd Counting in the Wild ↗Qi Wang, Junyu Gao, Wei Lin et al.621 citations
  27. CrowdPose: Efficient Crowded Scenes Pose Estimation and a New Benchmark ↗Jiefeng Li, Can Wang, Hao Zhu et al.613 citations
  28. Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations ↗Jiwoon Ahn, Sunghyun Cho, Suha Kwak613 citations
  29. Unsupervised Embedding Learning via Invariant and Spreading Instance Feature ↗Mang Ye, Xu Zhang, Pong Chi Yuen et al.601 citations
  30. Stereo R-CNN Based 3D Object Detection for Autonomous Driving ↗Peiliang Li, Xiaozhi Chen, Shaojie Shen593 citations
  31. DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-To-Image Synthesis ↗Minfeng Zhu, Pingbo Pan, Wei Chen et al.590 citations
  32. Graph Convolutional Label Noise Cleaner: Train a Plug-And-Play Action Classifier for Anomaly Detection ↗Jia-Xing Zhong, Nannan Li, Weijie Kong et al.588 citations
  33. Bounding Box Regression With Uncertainty for Accurate Object Detection ↗Yihui He, Chenchen Zhu, Jianren Wang et al.582 citations
  34. F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning ↗Yongqin Xian, Saurabh Sharma, Bernt Schiele et al.581 citations
  35. Blind Super-Resolution With Iterative Kernel Correction ↗Jinjin Gu, Hannan Lu, Wangmeng Zuo et al.580 citations
  36. Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation ↗Chen‐Yu Lee, Tanmay Batra, Mohammad Haris Baig et al.577 citations
  37. OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations ↗Pramuditha Perera, Ramesh M. Nallapati, Bing Xiang575 citations
  38. Unsupervised Event-Based Learning of Optical Flow, Depth, and Egomotion ↗Alex Zihao Zhu, Liangzhe Yuan, Kenneth P. Chaney et al.571 citations
  39. DeepVoxels: Learning Persistent 3D Feature Embeddings ↗Vincent Sitzmann, Justus Thies, Felix Heide et al.558 citations
  40. Towards Optimal Structured CNN Pruning via Generative Adversarial Learning ↗Shaohui Lin, Rongrong Ji, Chenqian Yan et al.555 citations
  41. Depth-Aware Video Frame Interpolation ↗Wenbo Bao, Wei‐Sheng Lai, Chao Ma et al.554 citations
  42. Recurrent Back-Projection Network for Video Super-Resolution ↗Muhammad Haris, Gregory Shakhnarovich, Norimichi Ukita554 citations
  43. ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network ↗Sachin Mehta, Mohammad Rastegari, Linda G. Shapiro et al.550 citations
  44. Convolutional Mesh Regression for Single-Image Human Shape Reconstruction ↗Nikos Kolotouros, Georgios Pavlakos, Kostas Daniilidis548 citations
  45. Learning to Compose Dynamic Tree Structures for Visual Contexts ↗Kaihua Tang, Hanwang Zhang, Baoyuan Wu et al.543 citations
  46. IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition ↗Xiaoping Wu, Chi Zhan, Yu‐Kun Lai et al.541 citations
  47. SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction ↗Pu Zhang, Wanli Ouyang, Pengfei Zhang et al.540 citations
  48. PifPaf: Composite Fields for Human Pose Estimation ↗S. Kreiss, Lorenzo Bertoni, Alexandre Alahi538 citations
  49. Salient Object Detection With Pyramid Attention and Salient Edges ↗Wenguan Wang, Zhao Shuyang, Jianbing Shen et al.535 citations
  50. ABC: A Big CAD Model Dataset for Geometric Deep Learning ↗Sebastian Koch, Albert Matveev, Zhongshi Jiang et al.534 citations
  51. Grid R-CNN ↗Xin Lu, Buyu Li, Yuxin Yue et al.533 citations
  52. Cross-Modal Self-Attention Network for Referring Image Segmentation ↗Linwei Ye, Mrigank Rochan, Zhi Liu et al.532 citations
  53. Destruction and Construction Learning for Fine-Grained Image Recognition ↗Yue Chen, Yalong Bai, Wei Zhang et al.532 citations
  54. Learning 3D Human Dynamics From Video ↗Angjoo Kanazawa, Jason Y. Zhang, Panna Felsen et al.531 citations
  55. The Perfect Match: 3D Point Cloud Matching With Smoothed Densities ↗Žan Gojčič, Caifa Zhou, Jan Dirk Wegner et al.530 citations
  56. Edge-Labeling Graph Neural Network for Few-Shot Learning ↗Jongmin Kim, Taesup Kim, Sungwoong Kim et al.529 citations
  57. Meta-SR: A Magnification-Arbitrary Network for Super-Resolution ↗Xuecai Hu, Haoyuan Mu, Xiangyu Zhang et al.526 citations
  58. Pluralistic Image Completion ↗Chuanxia Zheng, Tat‐Jen Cham, Jianfei Cai522 citations
  59. Semantic Graph Convolutional Networks for 3D Human Pose Regression ↗Long Zhao, Xi Peng, Yu Tian et al.522 citations
  60. Knockoff Nets: Stealing Functionality of Black-Box Models ↗Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz521 citations
  61. See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks ↗Xiankai Lu, Wenguan Wang, Chao Ma et al.521 citations
  62. Explainability Methods for Graph Convolutional Neural Networks ↗Phillip E. Pope, Soheil Kolouri, Mohammad Ghomi Rostami et al.516 citations
  63. Learning Without Memorizing ↗Prithviraj Dhar, Rajat Singh, Kuan–Chuan Peng et al.516 citations
  64. TopNet: Structural Point Cloud Decoder ↗Lyne P. Tchapmi, Vineet Kosaraju, Hamid Rezatofighi et al.516 citations
  65. Attention Branch Network: Learning of Attention Mechanism for Visual Explanation ↗Hiroshi Fukui, Tsubasa Hirakawa, Takayoshi Yamashita et al.515 citations
  66. Learning Joint Reconstruction of Hands and Manipulated Objects ↗Yana Hasson, Gül Varol, Dimitrios Tzionas et al.513 citations
  67. Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation ↗Xin Eric Wang, Qiuyuan Huang, Aslı Çelikyılmaz et al.513 citations
  68. Graph-Based Global Reasoning Networks ↗Yunpeng Chen, Marcus Rohrbach, Zhicheng Yan et al.512 citations
  69. Shifting More Attention to Video Salient Object Detection ↗Deng-Ping Fan, Wenguan Wang, Ming‐Ming Cheng et al.510 citations
  70. Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting ↗Yanhong Zeng, Jianlong Fu, Hongyang Chao et al.500 citations
  71. FlowNet3D: Learning Scene Flow in 3D Point Clouds ↗Xingyu Liu, Charles R. Qi, Leonidas J. Guibas499 citations
  72. Attentive Feedback Network for Boundary-Aware Salient Object Detection ↗Mengyang Feng, Huchuan Lu, Errui Ding497 citations
  73. Learning to Reduce Dual-Level Discrepancy for Infrared-Visible Person Re-Identification ↗Zhixiang Wang, Zheng Wang, Yinqiang Zheng et al.493 citations
  74. Global Second-Order Pooling Convolutional Networks ↗Zilin Gao, Jiangtao Xie, Qilong Wang et al.491 citations
  75. DSFD: Dual Shot Face Detector ↗Jian Li, Yabiao Wang, Changan Wang et al.488 citations
  76. Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-Grained Image Recognition ↗Heliang Zheng, Jianlong Fu, Zheng-Jun Zha et al.488 citations
  77. Universal Domain Adaptation ↗Kaichao You, Mingsheng Long, Zhangjie Cao et al.487 citations
  78. 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans ↗Ji Hou, Angela Dai, Matthias NieBner483 citations
  79. Latent Space Autoregression for Novelty Detection ↗Davide Abati, Angelo Porrello, Simone Calderara et al.481 citations
  80. Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics ↗Yunbo Wang, Jianjin Zhang, Hongyu Zhu et al.480 citations
  81. Multi-Agent Tensor Fusion for Contextual Trajectory Prediction ↗Tianyang Zhao, Yifei Xu, Mathew Monfort et al.477 citations
  82. Task Agnostic Meta-Learning for Few-Shot Learning ↗Muhammad Abdullah Jamal, Guo-Jun Qi474 citations
  83. Unprocessing Images for Learned Raw Denoising ↗Tim Brooks, Ben Mildenhall, Tianfan Xue et al.473 citations
  84. Classification-Reconstruction Learning for Open-Set Recognition ↗Ryota Yoshihashi, Wen Quan Shao, Rei Kawakami et al.472 citations
  85. Semi-Supervised Learning With Graph Learning-Convolutional Networks ↗Bo Jiang, Ziyan Zhang, Doudou Lin et al.471 citations
  86. SpotTune: Transfer Learning Through Adaptive Fine-Tuning ↗Yunhui Guo, Honghui Shi, Abhishek Kumar et al.471 citations
  87. Arbitrary Style Transfer With Style-Attentional Networks ↗Dae Young Park, Kwang Hee Lee466 citations
  88. Characterizing and Avoiding Negative Transfer ↗Zi-Rui Wang, Zihang Dai, Barnabás Póczos et al.463 citations
  89. Deep Supervised Cross-Modal Retrieval ↗Liangli Zhen, Peng Hu, Xu Wang et al.459 citations
  90. 3D Hand Shape and Pose Estimation From a Single RGB Image ↗Liuhao Ge, Zhou Ren, Yuncheng Li et al.458 citations
  91. Semi-Supervised Transfer Learning for Image Rain Removal ↗Wei Wei, Deyu Meng, Qian Zhao et al.458 citations
  92. Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking ↗Heng Fan, Haibin Ling458 citations
  93. FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference ↗Jungbeom Lee, Eunji Kim, Sungmin Lee et al.457 citations
  94. CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification ↗Zheng Tang, Milind Naphade, Ming-Yu Liu et al.454 citations
  95. Probabilistic End-To-End Noise Correction for Learning With Noisy Labels ↗Kun Yi, Jianxin Wu454 citations
  96. Distilling Object Detectors With Fine-Grained Feature Imitation ↗Tao Wang, Yuan Li, Xiaopeng Zhang et al.452 citations
  97. FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation ↗Paul Voigtlaender, Yuning Chai, Florian Schroff et al.452 citations
  98. Target-Aware Deep Tracking ↗Xin Li, Chao Ma, Baoyuan Wu et al.450 citations
  99. High-Level Semantic Feature Detection: A New Perspective for Pedestrian Detection ↗Wei Liu, Shengcai Liao, Weiqiang Ren et al.446 citations
  100. Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling ↗Jiancheng Yang, Qiang Zhang, Bingbing Ni et al.446 citations

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