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ICCV 2019: all accepted papers

1,082 papers · page 3 of 11 · the most cited first · ← ICCV 2019

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  1. Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters ↗Axel Barroso-Laguna, Edgar Riba, Daniel Ponsa et al.276 citations
  2. Optimizing Network Structure for 3D Human Pose Estimation ↗Hai Ci, Chunyu Wang, Xiaoxuan Ma et al.276 citations
  3. ThunderNet: Towards Real-Time Generic Object Detection on Mobile Devices ↗Zheng Qin, Zeming Li, Zhaoning Zhang et al.275 citations
  4. A Robust Learning Approach to Domain Adaptive Object Detection ↗Mehran Khodabandeh, Arash Vahdat, Mani Ranjbar et al.274 citations
  5. Resolving 3D Human Pose Ambiguities With 3D Scene Constraints ↗Mohamed S. Hassan, Vasileios Choutas, Dimitrios Tzionas et al.274 citations
  6. Variable Rate Deep Image Compression With a Conditional Autoencoder ↗Yoojin Choi, Mostafa El‐Khamy, Jungwon Lee274 citations
  7. Boundary-Aware Feature Propagation for Scene Segmentation ↗Henghui Ding, Xudong Jiang, A. Q. Liu et al.271 citations
  8. Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning ↗Zhanghan Ke, Daoye Wang, Qiong Yan et al.271 citations
  9. Sequence Level Semantics Aggregation for Video Object Detection ↗Haiping Wu, Yuntao Chen, Naiyan Wang et al.271 citations
  10. Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection ↗Lu Zhang, Xiangyu Zhu, Xiangyu Chen et al.271 citations
  11. Bit-Flip Attack: Crushing Neural Network With Progressive Bit Search ↗Adnan Siraj Rakin, Zhezhi He, Deliang Fan268 citations
  12. Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network ↗Lingxue Song, Dihong Gong, Zhifeng Li et al.267 citations
  13. Self-Training With Progressive Augmentation for Unsupervised Cross-Domain Person Re-Identification ↗Xinyu Zhang, Jiewei Cao, Chunhua Shen et al.267 citations
  14. Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis ↗Wen Liu, Zhixin Piao, Jie Min et al.266 citations
  15. 3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions ↗Dong Shu, Sungwoo Park, Junseok Kwon265 citations
  16. Spatial-Temporal Relation Networks for Multi-Object Tracking ↗Jiarui Xu, Yue Cao, Zheng Zhang et al.263 citations
  17. Dynamic Curriculum Learning for Imbalanced Data Classification ↗Yiru Wang, Weihao Gan, Jie Yang et al.261 citations
  18. O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks ↗Jinchi Huang, Lie Qu, Rongfei Jia et al.261 citations
  19. Self-Supervised Learning With Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera ↗Yuhua Chen, Cordelia Schmid, Cristian Sminchisescu261 citations
  20. ClothFlow: A Flow-Based Model for Clothed Person Generation ↗Xintong Han, Weilin Huang, Xiaojun Hu et al.260 citations
  21. Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses ↗Eric Brachmann, Carsten Rother260 citations
  22. Self-Supervised Monocular Depth Hints ↗Jamie Watson, Michael Firman, Gabriel Brostow et al.259 citations
  23. Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection ↗Junhyug Noh, Wonho Bae, Wonhee Lee et al.257 citations
  24. Batch DropBlock Network for Person Re-Identification and Beyond ↗Zuozhuo Dai, Mingqiang Chen, Xiaodong Gu et al.256 citations
  25. Global-Local Temporal Representations for Video Person Re-Identification ↗Jianing Li, Shiliang Steven Zhang, Jingdong Wang et al.256 citations
  26. Integral Object Mining via Online Attention Accumulation ↗Peng-Tao Jiang, Qibin Hou, Yang Hua Cao et al.254 citations
  27. HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization ↗Hang Zhao, Antonio B. Torralba, Lorenzo Torresani et al.252 citations
  28. Texture Fields: Learning Texture Representations in Function Space ↗Michael Oechsle, Lars Mescheder, Michael Niemeyer et al.252 citations
  29. Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded ↗Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen et al.251 citations
  30. Adversarial Representation Learning for Text-to-Image Matching ↗Nikolaos Sarafianos, Xiang Xu, Ioannis A. Kakadiaris250 citations
  31. Unsupervised Pre-Training of Image Features on Non-Curated Data ↗Mathilde Caron, Piotr Bojanowski, Julien Mairal et al.249 citations
  32. Self-Ensembling With GAN-Based Data Augmentation for Domain Adaptation in Semantic Segmentation ↗Jaehoon Choi, Taekyung Kim, Changick Kim248 citations
  33. Cluster Alignment With a Teacher for Unsupervised Domain Adaptation ↗Zhijie Deng, Yucen Luo, Jun Zhu247 citations
  34. Joint Monocular 3D Vehicle Detection and Tracking ↗Hou-Ning Hu, Qi-Zhi Cai, Dequan Wang et al.247 citations
  35. P-MVSNet: Learning Patch-Wise Matching Confidence Aggregation for Multi-View Stereo ↗Keyang Luo, Tao Guan, Lili Ju et al.247 citations
  36. Depth Completion From Sparse LiDAR Data With Depth-Normal Constraints ↗Yan Xu, Xinge Zhu, Jianping Shi et al.246 citations
  37. Occupancy Flow: 4D Reconstruction by Learning Particle Dynamics ↗Michael Niemeyer, Lars Mescheder, Michael Oechsle et al.246 citations
  38. Single-Stage Multi-Person Pose Machines ↗Xuecheng Nie, Jiashi Feng, Jianfeng Zhang et al.242 citations
  39. FAMNet: Joint Learning of Feature, Affinity and Multi-Dimensional Assignment for Online Multiple Object Tracking ↗Peng Chu, Haibin Ling241 citations
  40. Interpolated Convolutional Networks for 3D Point Cloud Understanding ↗Jiageng Mao, Xiaogang Wang, Hongsheng Li241 citations
  41. RANet: Ranking Attention Network for Fast Video Object Segmentation ↗Ziqin Wang, Jun Xu, Li Liu et al.241 citations
  42. Cross View Fusion for 3D Human Pose Estimation ↗Haibo Qiu, Chunyu Wang, Jingdong Wang et al.240 citations
  43. Pose-Aware Multi-Level Feature Network for Human Object Interaction Detection ↗Bo Wan, Desen Zhou, Yongfei Liu et al.240 citations
  44. Enhancing Adversarial Example Transferability With an Intermediate Level Attack ↗Qian Huang, Isay Katsman, Zeqi Gu et al.239 citations
  45. A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification ↗Pirazh Khorramshahi, Amit Kumar, Neehar Peri et al.238 citations
  46. PointCloud Saliency Maps ↗Tianhang Zheng, Changyou Chen, Junsong Yuan et al.238 citations
  47. Relation Distillation Networks for Video Object Detection ↗Jiajun Deng, Yingwei Pan, Ting Yao et al.238 citations
  48. Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation ↗Chao Wen, Yinda Zhang, Zhuwen Li et al.237 citations
  49. Robust Multi-Modality Multi-Object Tracking ↗Wenwei Zhang, Hui Zhou, Shuyang Sun et al.236 citations
  50. Dynamic Graph Attention for Referring Expression Comprehension ↗Sibei Yang, Guanbin Li, Yizhou Yu233 citations
  51. Few-Shot Image Recognition With Knowledge Transfer ↗Zhimao Peng, Zechao Li, Junge Zhang et al.232 citations
  52. Generative Adversarial Minority Oversampling ↗Sankha Subhra Mullick, Shounak Datta, Swagatam Das228 citations
  53. Implicit Surface Representations As Layers in Neural Networks ↗Mateusz Michalkiewicz, Jhony Kaesemodel Pontes, Dominic Jack et al.227 citations
  54. TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting ↗Wei Feng, Wenhao He, Fei Yin et al.226 citations
  55. Occlusion-Aware Networks for 3D Human Pose Estimation in Video ↗Yu Cheng, Bo Yang, Bo Wang et al.225 citations
  56. Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection ↗Seunghyeon Kim, Jaehoon Choi, Taekyung Kim et al.224 citations
  57. Learned Video Compression ↗Oren Rippel, Sanjay Nair, Carissa Lew et al.223 citations
  58. Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking ↗Tianyang Xu, Zhenhua Feng, Xiao‐Jun Wu et al.222 citations
  59. SCSampler: Sampling Salient Clips From Video for Efficient Action Recognition ↗Bruno Korbar, Du Tran, Lorenzo Torresani221 citations
  60. Mask-Guided Attention Network for Occluded Pedestrian Detection ↗Yanwei Pang, Jin Xie, Muhammad Haris Khan et al.220 citations
  61. Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data ↗Xiaowei Hu, Yitong Jiang, Chi‐Wing Fu et al.220 citations
  62. MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences ↗Xingyu Liu, Mengyuan Yan, Jeannette Bohg220 citations
  63. Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification ↗Hang Xu, Author Yao, Zhenguo Li et al.219 citations
  64. End-to-End Hand Mesh Recovery From a Monocular RGB Image ↗Xiong Zhang, Qiang Li, Hong Mo et al.219 citations
  65. Perspective-Guided Convolution Networks for Crowd Counting ↗Zhaoyi Yan, Yuchen Yuan, Wangmeng Zuo et al.218 citations
  66. Video Compression With Rate-Distortion Autoencoders ↗Amirhossein Habibian, Ties van Rozendaal, Jakub M. Tomczak et al.218 citations
  67. Towards High-Resolution Salient Object Detection ↗Yi Zeng, Pingping Zhang, Zhe Lin et al.217 citations
  68. InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting ↗Hao-Shu Fang, Jianhua Sun, Runzhong Wang et al.216 citations
  69. Motion Guided Attention for Video Salient Object Detection ↗Haofeng Li, Guanqi Chen, Guanbin Li et al.216 citations
  70. Few-Shot Adaptive Gaze Estimation ↗Seonwook Park, Shalini De Mello, Pavlo A. Molchanov et al.215 citations
  71. Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation ↗Li Jiang, Hengshuang Zhao, Shu Liu et al.215 citations
  72. Transferable Contrastive Network for Generalized Zero-Shot Learning ↗Huajie Jiang, Ruiping Wang, Shiguang Shan et al.215 citations
  73. lambda-Net: Reconstruct Hyperspectral Images From a Snapshot Measurement ↗Xin Miao, Xin Yuan, Yunchen Pu et al.214 citations
  74. Constructing Self-Motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach ↗Qing Lian, Lixin Duan, Fengmao Lv et al.213 citations
  75. The Sound of Motions ↗Hang Zhao, Chuang Gan, Wei-Chiu Ma et al.213 citations
  76. Towards Multi-Pose Guided Virtual Try-On Network ↗Haoye Dong, Xiaodan Liang, Xiaohui Shen et al.213 citations
  77. Dual Attention Matching for Audio-Visual Event Localization ↗Yu Wu, Linchao Zhu, Yan Yan et al.212 citations
  78. 3D-LaneNet: End-to-End 3D Multiple Lane Detection ↗Noa Garnett, Rafi Cohen, Tomer Pe'er et al.211 citations
  79. DANet: Divergent Activation for Weakly Supervised Object Localization ↗Haolan Xue, Chang Liu, Fang Wan et al.211 citations
  80. Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation ↗Yu-Jhe Li, Ci-Siang Lin, Yan-Bo Lin et al.210 citations
  81. Spatio-Temporal Filter Adaptive Network for Video Deblurring ↗Shangchen Zhou, Jiawei Zhang, Jinshan Pan et al.210 citations
  82. Task2Vec: Task Embedding for Meta-Learning ↗Alessandro Achille, Michael Lam, Rahul Tewari et al.209 citations
  83. USIP: Unsupervised Stable Interest Point Detection From 3D Point Clouds ↗Jiaxin Li, Gim Hee Lee209 citations
  84. Deep Single-Image Portrait Relighting ↗Hao Zhou, Sunil Hadap, Kalyan Sunkavalli et al.208 citations
  85. Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting ↗Vishwanath A. Sindagi, Vishal M. Patel207 citations
  86. AMP: Adaptive Masked Proxies for Few-Shot Segmentation ↗Mennatullah Siam, Boris N. Oreshkin, Martin Jägersand206 citations
  87. Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification ↗Jianyuan Guo, Yuhui Yuan, Lang Huang et al.206 citations
  88. End-to-End Wireframe Parsing ↗Yichao Zhou, Haozhi Qi, Yi Ma206 citations
  89. Hierarchy Parsing for Image Captioning ↗Ting Yao, Yingwei Pan, Yehao Li et al.206 citations
  90. Person-in-WiFi: Fine-Grained Person Perception Using WiFi ↗Fei Wang, Sanping Zhou, Stanislav Panev et al.206 citations
  91. Selectivity or Invariance: Boundary-Aware Salient Object Detection ↗Jinming Su, Jia Li, Yu Zhang et al.206 citations
  92. Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization ↗Lianbo Zhang, Shaoli Huang, Wei Liu et al.205 citations
  93. Shadow Removal via Shadow Image Decomposition ↗Hieu Le, Dimitris Samaras205 citations
  94. ‘Skimming-Perusal’ Tracking: A Framework for Real-Time and Robust Long-Term Tracking ↗Bin Yan, Haojie Zhao, Dong Wang et al.205 citations
  95. SSAP: Single-Shot Instance Segmentation With Affinity Pyramid ↗Naiyu Gao, Yanhu Shan, Yupei Wang et al.204 citations
  96. Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild ↗Kibok Lee, Kimin Lee, Jinwoo Shin et al.203 citations
  97. Vehicle Re-Identification With Viewpoint-Aware Metric Learning ↗Ruihang Chu, Yifan Sun, Yadong Li et al.203 citations
  98. Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN ↗Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee et al.202 citations
  99. Temporal Recurrent Networks for Online Action Detection ↗Mingze Xu, Mingfei Gao, Yi-Ting Chen et al.199 citations
  100. Deep Comprehensive Correlation Mining for Image Clustering ↗Jianlong Wu, Keyu Long, Fei Wang et al.198 citations

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