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ICCV 2019: all accepted papers

1,082 papers · page 6 of 11 · the most cited first · ← ICCV 2019

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  1. MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation ↗Lorenzo Bertoni, S. Kreiss, Alexandre Alahi115 citations
  2. Multinomial Distribution Learning for Effective Neural Architecture Search ↗Xiawu Zheng, Rongrong Ji, Lang Tang et al.115 citations
  3. Deep Learning for Light Field Saliency Detection ↗Tiantian Wang, Yongri Piao, Huchuan Lu et al.114 citations
  4. On Network Design Spaces for Visual Recognition ↗Ilija Radosavovic, Justin M. Johnson, Saining Xie et al.114 citations
  5. Saliency-Guided Attention Network for Image-Sentence Matching ↗Zhong Ji, Haoran Wang, Jungong Han et al.114 citations
  6. Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning ↗Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu113 citations
  7. Photo-Realistic Facial Details Synthesis From Single Image ↗Anpei Chen, Zhang Chen, Guli Zhang et al.112 citations
  8. Adversarial Defense via Learning to Generate Diverse Attacks ↗Yunseok Jang, Tianchen Zhao, Seunghoon Hong et al.111 citations
  9. Controllable Artistic Text Style Transfer via Shape-Matching GAN ↗Shuai Yang, Zhangyang Wang, Zhaowen Wang et al.111 citations
  10. FDA: Feature Disruptive Attack ↗Aditya Ganeshan, B S Vivek, Venkatesh Babu Radhakrishnan111 citations
  11. LIP: Local Importance-Based Pooling ↗Ziteng Gao, Limin Wang, Gangshan Wu111 citations
  12. Dynamic Points Agglomeration for Hierarchical Point Sets Learning ↗Jinxian Liu, Bingbing Ni, Caiyuan Li et al.110 citations
  13. Ego-Pose Estimation and Forecasting As Real-Time PD Control ↗Ye Yuan, Kris Kitani110 citations
  14. Employing Deep Part-Object Relationships for Salient Object Detection ↗Yi Liu, Qiang Zhang, Dingwen Zhang et al.110 citations
  15. Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo ↗Stepan Tulyakov, François Fleuret, Martin Kiefel et al.110 citations
  16. Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization ↗Liu Liu, Hongdong Li, Yuchao Dai110 citations
  17. TexturePose: Supervising Human Mesh Estimation With Texture Consistency ↗Georgios Pavlakos, Nikos Kolotouros, Kostas Daniilidis110 citations
  18. Universal Semi-Supervised Semantic Segmentation ↗Tarun Kalluri, Girish Varma, Manmohan Krishna Chandraker et al.110 citations
  19. Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks ↗Jianyu Wang, Haichao Zhang109 citations
  20. Deep Meta Learning for Real-Time Target-Aware Visual Tracking ↗Janghoon Choi, Junseok Kwon, Kyoung Mu Lee109 citations
  21. Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification ↗Zimo Liu, Jingya Wang, Shaogang Gong et al.109 citations
  22. DynamoNet: Dynamic Action and Motion Network ↗Ali Diba, Vivek Sharma, Luc Van Gool et al.109 citations
  23. Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning ↗Yizhe Zhu, Jianwen Xie, Bingchen Liu et al.109 citations
  24. Onion-Peel Networks for Deep Video Completion ↗Seoung Wug Oh, Sung-Ho Lee, Joon‐Young Lee et al.109 citations
  25. Reflective Decoding Network for Image Captioning ↗Lei Ke, Wenjie Pei, Ruiyu Li et al.109 citations
  26. DAGMapper: Learning to Map by Discovering Lane Topology ↗Namdar Homayounfar, Justin Liang, Wei-Chiu Ma et al.108 citations
  27. Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method ↗Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel108 citations
  28. Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR Applications ↗Soo Ye Kim, Jihyong Oh, Munchurl Kim107 citations
  29. Guided Image-to-Image Translation With Bi-Directional Feature Transformation ↗Badour AlBahar, Jia‐Bin Huang107 citations
  30. Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning ↗Pedro Hermosilla, Tobias Ritschel, Timo Ropinski107 citations
  31. C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection ↗Yan Gao, Boxiao Liu, Nan Guo et al.106 citations
  32. Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks ↗Thomas Brunner, Frederik Diehl, Michael Truong Le et al.106 citations
  33. Object Guided External Memory Network for Video Object Detection ↗Hanming Deng, Hua Yang, Tao Song et al.106 citations
  34. Explicit Shape Encoding for Real-Time Instance Segmentation ↗Wenqiang Xu, Haiyang Wang, Fubo Qi et al.105 citations
  35. FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On ↗Haoye Dong, Xiaodan Liang, Xiaohui Shen et al.105 citations
  36. Weakly Supervised Object Detection With Segmentation Collaboration ↗Xiaoyan Li, Meina Kan, Shiguang Shan et al.105 citations
  37. Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition With CNNs ↗Lei Wang, Piotr Koniusz, Du Q. Huynh104 citations
  38. Learning Filter Basis for Convolutional Neural Network Compression ↗Yawei Li, Shuhang Gu, Luc Van Gool et al.104 citations
  39. Towards Unsupervised Image Captioning With Shared Multimodal Embeddings ↗Iro Laina, Christian Rupprecht, Nassir Navab104 citations
  40. Invariant Information Clustering for Unsupervised Image Classification and Segmentation ↗Xu Ji, Andrea Vedaldi, João F. Henriques103 citations
  41. Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization ↗Md Mahfuzur Rahman Siddiquee, Zongwei Zhou, Nima Tajbakhsh et al.103 citations
  42. Where Is My Mirror? ↗Xin She Yang, Haiyang Mei, Ke Xu et al.103 citations
  43. ACE: Adapting to Changing Environments for Semantic Segmentation ↗Zuxuan Wu, Xin Wang, Joseph E. Gonzalez et al.102 citations
  44. Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets ↗Riccardo Volpi, Vittorio Murino102 citations
  45. MVSCRF: Learning Multi-View Stereo With Conditional Random Fields ↗Youze Xue, Jiansheng Chen, Weitao Wan et al.102 citations
  46. Few-Shot Learning With Global Class Representations ↗Aoxue Li, Tiange Luo, Tao Xiang et al.101 citations
  47. A Deep Cybersickness Predictor Based on Brain Signal Analysis for Virtual Reality Contents ↗Jinwoo Kim, Woojae Kim, Heeseok Oh et al.100 citations
  48. Imitation Learning for Human Pose Prediction ↗Borui Wang, Ehsan Adeli, Hsu-kuang Chiu et al.100 citations
  49. Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding ↗Xuejing Liu, Liang Li, Shuhui Wang et al.98 citations
  50. Deep Metric Learning With Tuplet Margin Loss ↗Baosheng Yu, Dacheng Tao98 citations
  51. Efficient Segmentation: Learning Downsampling Near Semantic Boundaries ↗Dmitrii Marin, Zijian He, Péter Vajda et al.98 citations
  52. Floor-SP: Inverse CAD for Floorplans by Sequential Room-Wise Shortest Path ↗Jiacheng Chen, Chen Liu, Jiaye Wu et al.98 citations
  53. Joint Acne Image Grading and Counting via Label Distribution Learning ↗Xiaoping Wu, Ni Wen, Jie Liang et al.97 citations
  54. Joint Syntax Representation Learning and Visual Cue Translation for Video Captioning ↗Jingyi Hou, Xinxiao Wu, Wentian Zhao et al.97 citations
  55. Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection ↗Mykhailo Shvets, Wei Liu, Alexander Berg97 citations
  56. Progressive Sparse Local Attention for Video Object Detection ↗Chaoxu Guo, Bin Fan, Jie Gu et al.97 citations
  57. Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object Recognition ↗Kun Wei, Muli Yang, Hao Wang et al.96 citations
  58. Learning to Collocate Neural Modules for Image Captioning ↗Xu Yang, Hanwang Zhang, Jianfei Cai96 citations
  59. Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading ↗Xingxuan Zhang, Feng Cheng, Wang Shilin96 citations
  60. Very Long Natural Scenery Image Prediction by Outpainting ↗Zongxin Yang, Jian Dong, Ping Liu et al.96 citations
  61. Aggregation via Separation: Boosting Facial Landmark Detector With Semi-Supervised Style Translation ↗Shengju Qian, Keqiang Sun, Wayne Wu et al.95 citations
  62. Bayesian Relational Memory for Semantic Visual Navigation ↗Yi Wu, Yuxin Wu, Aviv Tamar et al.95 citations
  63. Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid ↗Zhanghui Kuang, Yiming Gao, Guanbin Li et al.95 citations
  64. Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution ↗Xin Deng, Ren Yang, Mai Xu et al.95 citations
  65. Disentangling Propagation and Generation for Video Prediction ↗Hang Gao, Huazhe Xu, Qi-Zhi Cai et al.94 citations
  66. MMAct: A Large-Scale Dataset for Cross Modal Human Action Understanding ↗Quan Kong, Ziming Wu, Ziwei Deng et al.94 citations
  67. SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning ↗Yujin Chen, Zhigang Tu, Liuhao Ge et al.94 citations
  68. TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo ↗Andrea Romanoni, Matteo Matteucci94 citations
  69. Temporal Structure Mining for Weakly Supervised Action Detection ↗Tan Yu, Zhou Ren, Yuncheng Li et al.94 citations
  70. Align, Attend and Locate: Chest X-Ray Diagnosis via Contrast Induced Attention Network With Limited Supervision ↗Jingyu Liu, Gangming Zhao, Yu Fei et al.93 citations
  71. Multimodal Style Transfer via Graph Cuts ↗Yulun Zhang, Fang Chen, Yilin Wang et al.93 citations
  72. Online Model Distillation for Efficient Video Inference ↗Ravi Teja Mullapudi, Steven Chen, Keyi Zhang et al.93 citations
  73. Predicting 3D Human Dynamics From Video ↗Jason Y. Zhang, Panna Felsen, Angjoo Kanazawa et al.93 citations
  74. Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers ↗Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar et al.93 citations
  75. Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation ↗Hong Liu, Rongrong Ji, Jie Li et al.93 citations
  76. Weakly Supervised Energy-Based Learning for Action Segmentation ↗Jun Li, Peng Lei, Siniša Todorović93 citations
  77. GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition ↗Fangneng Zhan, Chuhui Xue, Shijian Lu92 citations
  78. Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification ↗Yu-Jhe Li, Yunchun Chen, Yen‐Yu Lin et al.92 citations
  79. Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment ↗Samyak Datta, Karan Sikka, Anirban Roy et al.91 citations
  80. DeCaFA: Deep Convolutional Cascade for Face Alignment in the Wild ↗Arnaud Dapogny, Matthieu Cord, Kévin Bailly91 citations
  81. Delving Into Robust Object Detection From Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach ↗Zhenyu Wu, Karthik Suresh, Priya Narayanan et al.90 citations
  82. Efficient Learning on Point Clouds With Basis Point Sets ↗Sergey Prokudin, Christoph Lassner, Javier Romero90 citations
  83. Learning Similarity Conditions Without Explicit Supervision ↗Reuben Tan, Mariya I. Vasileva, Kate Saenko et al.90 citations
  84. Mop Moiré Patterns Using MopNet ↗Bin He, Ce Wang, Boxin Shi et al.90 citations
  85. Neural Turtle Graphics for Modeling City Road Layouts ↗Hang Chu, Daiqing Li, David Acuna et al.90 citations
  86. SANet: Scene Agnostic Network for Camera Localization ↗Luwei Yang, Ziqian Bai, Chengzhou Tang et al.90 citations
  87. Semantics-Enhanced Adversarial Nets for Text-to-Image Synthesis ↗Hongchen Tan, Xiuping Liu, Xin Shane Li et al.90 citations
  88. Watch, Listen and Tell: Multi-Modal Weakly Supervised Dense Event Captioning ↗Tanzila Rahman, Bicheng Xu, Leonid Sigal90 citations
  89. Enriched Feature Guided Refinement Network for Object Detection ↗Jing Nie, Rao Muhammad Anwer, Hisham Cholakkal et al.89 citations
  90. NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection ↗Jiyang Gao, Jiang Wang, Shengyang Dai et al.89 citations
  91. RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes ↗Yujing Lin, Po-Wei Wu, Che-Han Chang et al.89 citations
  92. Unsupervised Video Interpolation Using Cycle Consistency ↗Fitsum A. Reda, Deqing Sun, Ayşegül Dündar et al.89 citations
  93. Canonical Surface Mapping via Geometric Cycle Consistency ↗Nilesh V. Kulkarni, Shubham Tulsiani, Abhinav Kumar Gupta88 citations
  94. Gaussian Affinity for Max-Margin Class Imbalanced Learning ↗Munawar Hayat, Salman Hameed Khan, Syed Waqas Zamir et al.88 citations
  95. Guided Super-Resolution As Pixel-to-Pixel Transformation ↗Riccardo de Lutio, Stefano D’Aronco, Jan Dirk Wegner et al.88 citations
  96. SpaceNet MVOI: A Multi-View Overhead Imagery Dataset ↗Nicholas Weir, David Lindenbaum, Alexei Bastidas et al.88 citations
  97. DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction ↗Xiaoxing Zeng, Xiaojiang Peng, Yu Qiao87 citations
  98. Hyperpixel Flow: Semantic Correspondence With Multi-Layer Neural Features ↗Juhong Min, Jongmin Lee, Jean Ponce et al.87 citations
  99. Optimizing the F-Measure for Threshold-Free Salient Object Detection ↗Kai Zhao, Shanghua Gao, Wenguan Wang et al.87 citations
  100. Diverse Image Synthesis From Semantic Layouts via Conditional IMLE ↗Ke Li, Tianhao Zhang, Jitendra Malik86 citations

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