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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018: all accepted papers

981 papers · page 2 of 10 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018

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  1. Neural Sign Language Translation ↗Necati Cihan Camgöz, Simon Hadfield, Oscar Koller et al.784 citations
  2. LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation ↗Tak-Wai Hui, Xiaoou Tang, Chen Change Loy779 citations
  3. Learning Rich Features for Image Manipulation Detection ↗Peng Zhou, Xintong Han, Vlad I. Morariu et al.778 citations
  4. Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints ↗Reza Mahjourian, Martin Wicke, Anelia Angelova774 citations
  5. Low-Shot Learning from Imaginary Data ↗Yu-Xiong Wang, Ross Girshick, Martial Hebert et al.744 citations
  6. Gibson Env: Real-World Perception for Embodied Agents ↗Fei Xia, Amir Zamir, Zhiyang He et al.743 citations
  7. Adversarially Learned One-Class Classifier for Novelty Detection ↗Mohammad Sabokrou, Mohammad Khalooei, Mahmood Fathy et al.733 citations
  8. Rethinking the Faster R-CNN Architecture for Temporal Action Localization ↗Yu-Wei Chao, Sudheendra Vijayanarasimhan, Bryan Seybold et al.725 citations
  9. Joint Optimization Framework for Learning with Noisy Labels ↗Daiki Tanaka, Daiki Ikami, Toshihiko Yamasaki et al.714 citations
  10. Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision ↗Yaojie Liu, Amin Jourabloo, Xiaoming Liu712 citations
  11. Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions ↗Torsten Sattler, Will Maddern, Carl Toft et al.698 citations
  12. PU-Net: Point Cloud Upsampling Network ↗Lequan Yu, Xianzhi Li, Chi‐Wing Fu et al.697 citations
  13. Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction ↗Huangying Zhan, Ravi Garg, Chamara Saroj Weerasekera et al.685 citations
  14. A Twofold Siamese Network for Real-Time Object Tracking ↗Anfeng He, Chong Luo, Xinmei Tian et al.672 citations
  15. PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition ↗Mikaela Angelina Uy, Gim Hee Lee670 citations
  16. Through-Wall Human Pose Estimation Using Radio Signals ↗Mingmin Zhao, Tianhong Li, Mohammad Abu Alsheikh et al.658 citations
  17. Mask-Guided Contrastive Attention Model for Person Re-identification ↗Chunfeng Song, Yan Huang, Wanli Ouyang et al.653 citations
  18. Progressive Attention Guided Recurrent Network for Salient Object Detection ↗Xiaoning Zhang, Tiantian Wang, Jinqing Qi et al.652 citations
  19. VITON: An Image-Based Virtual Try-on Network ↗Xintong Han, Zuxuan Wu, Zhe Wu et al.652 citations
  20. Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs ↗Xiaolong Wang, Yufei Ye, Abhinav Gupta648 citations
  21. Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net ↗Wenjie Luo, Bin Yang, Raquel Urtasun643 citations
  22. Learning Depth from Monocular Videos Using Direct Methods ↗Chaoyang Wang, José M. Buenaposada, Rui Zhu et al.639 citations
  23. Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-identification ↗Jingya Wang, Xiatian Zhu, Shaogang Gong et al.637 citations
  24. Camera Style Adaptation for Person Re-identification ↗Zhun Zhong, Liang Zheng, Zhedong Zheng et al.635 citations
  25. GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition ↗Yifan Feng, Zizhao Zhang, Xibin Zhao et al.635 citations
  26. PPFNet: Global Context Aware Local Features for Robust 3D Point Matching ↗Haowen Deng, Tolga Birdal, Slobodan Ilić631 citations
  27. The Power of Ensembles for Active Learning in Image Classification ↗William Beluch, Tim Genewein, Andreas Nürnberger et al.628 citations
  28. Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation ↗Yunchao Wei, Huaxin Xiao, Honghui Shi et al.627 citations
  29. Generate to Adapt: Aligning Domains Using Generative Adversarial Networks ↗Swami Sankaranarayanan, Yogesh Balaji, Carlos D. Castillo et al.619 citations
  30. Pointwise Convolutional Neural Networks ↗Binh‐Son Hua, Minh-Khoi Tran, Sai-Kit Yeung615 citations
  31. Learning to Estimate 3D Human Pose and Shape from a Single Color Image ↗Georgios Pavlakos, Luyang Zhu, Xiaowei Zhou et al.607 citations
  32. VizWiz Grand Challenge: Answering Visual Questions from Blind People ↗Danna Gurari, Qing Li, Abigale J. Stangl et al.604 citations
  33. Detecting and Recognizing Human-Object Interactions ↗Georgia Gkioxari, Ross Girshick, Piotr Dollár et al.602 citations
  34. Image Blind Denoising with Generative Adversarial Network Based Noise Modeling ↗Jingwen Chen, Jiawei Chen, Hongyang Chao et al.599 citations
  35. An Unsupervised Learning Model for Deformable Medical Image Registration ↗Guha Balakrishnan, Amy Zhao, Mert Rory Sabuncu et al.597 citations
  36. Tangent Convolutions for Dense Prediction in 3D ↗Maxim Tatarchenko, Jaesik Park, Vladlen Koltun et al.593 citations
  37. Adversarial Complementary Learning for Weakly Supervised Object Localization ↗Xiaolin Zhang, Yunchao Wei, Jiashi Feng et al.592 citations
  38. Repulsion Loss: Detecting Pedestrians in a Crowd ↗Xinlong Wang, Tete Xiao, Yuning Jiang et al.592 citations
  39. Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation ↗Naoto Inoue, Ryosuke Furuta, Toshihiko Yamasaki et al.591 citations
  40. Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing ↗Zilong Huang, Xinggang Wang, Jiasi Wang et al.591 citations
  41. Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation ↗Younghyun Jo, Seoung Wug Oh, Jaeyeon Kang et al.590 citations
  42. Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking ↗Qiang Wang, Teng Zhu, Junliang Xing et al.585 citations
  43. FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors ↗Yu Chen, Ying Yu Tai, Xiaoming Liu et al.581 citations
  44. End-to-End Dense Video Captioning with Masked Transformer ↗Luowei Zhou, Yingbo Zhou, Jason J. Corso et al.578 citations
  45. VITAL: VIsual Tracking via Adversarial Learning ↗Yibing Song, Chao Ma, Xiaohe Wu et al.577 citations
  46. Frame-Recurrent Video Super-Resolution ↗Mehdi S. M. Sajjadi, Raviteja Vemulapalli, Matthew Brown568 citations
  47. Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering ↗Aishwarya Agrawal, Dhruv Batra, Devi Parikh et al.566 citations
  48. Rotation-Sensitive Regression for Oriented Scene Text Detection ↗Minghui Liao, Zhen Zhu, Baoguang Shi et al.563 citations
  49. 2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning ↗Diogo Carbonera Luvizon, David Picard, Hedi Tabia555 citations
  50. Learning to Find Good Correspondences ↗Kwang Moo Yi, Eduard Trulls, Yuki Ono et al.552 citations
  51. Multi-level Factorisation Net for Person Re-identification ↗Xiaobin Chang, Timothy M. Hospedales, Tao Xiang550 citations
  52. Few-Shot Image Recognition by Predicting Parameters from Activations ↗Siyuan Qiao, Chenxi Liu, Wei Shen et al.546 citations
  53. TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays ↗Xiaosong Wang, Yifan Peng, Le Lü et al.545 citations
  54. SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation ↗Weiyue Wang, Ronald Yu, Qiangui Huang et al.544 citations
  55. Image to Image Translation for Domain Adaptation ↗Zak Murez, Soheil Kolouri, David Kriegman et al.540 citations
  56. FOTS: Fast Oriented Text Spotting with a Unified Network ↗Xuebo Liu, Ding Liang, Shi Yan et al.539 citations
  57. Tell Me Where to Look: Guided Attention Inference Network ↗Kunpeng Li, Ziyan Wu, Kuan–Chuan Peng et al.535 citations
  58. Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling ↗Yiru Shen, Chen Feng, Yaoqing Lamar Yang et al.532 citations
  59. Features for Multi-target Multi-camera Tracking and Re-identification ↗Ergys Ristani, Carlo Tomasi529 citations
  60. Disentangled Person Image Generation ↗Liqian Ma, Qianru Sun, Stamatios Georgoulis et al.524 citations
  61. Practical Block-Wise Neural Network Architecture Generation ↗Zhao Zhong, Junjie Yan, Wei Wu et al.522 citations
  62. GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB ↗Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko et al.521 citations
  63. Low-Shot Learning with Imprinted Weights ↗Hang Qi, Matthew Brown, David G. Lowe520 citations
  64. First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations ↗Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek et al.519 citations
  65. PAD-Net: Multi-tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing ↗Dan Xu, Wanli Ouyang, Xiaogang Wang et al.518 citations
  66. Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars ↗Ana I. Maqueda, Antonio Loquercio, Guillermo Gallego et al.514 citations
  67. A Pose-Sensitive Embedding for Person Re-identification with Expanded Cross Neighborhood Re-ranking ↗Muhammad Saquib Sarfraz, Arne Schumann, Andreas Eberle et al.511 citations
  68. Look at Boundary: A Boundary-Aware Face Alignment Algorithm ↗Wenyan Wu, Chen Qian, Shuo Yang et al.511 citations
  69. Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval ↗Chao Li, Cheng Dan Deng, Ning Li et al.511 citations
  70. Recurrent Slice Networks for 3D Segmentation of Point Clouds ↗Qiangui Huang, Weiyue Wang, Ulrich Neumann510 citations
  71. Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies ↗Hanbyul Joo, Tomas Simon, Yaser Ajmal Sheikh509 citations
  72. RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews from Unsupervised Viewpoints ↗Asako Kanezaki, Yasuyuki Matsushita, Yoshifumi Nishida504 citations
  73. Collaborative and Adversarial Network for Unsupervised Domain Adaptation ↗Weichen Zhang, Wanli Ouyang, Wen Li et al.503 citations
  74. Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning ↗Yin Cui, Yang Song, Chen Sun et al.503 citations
  75. Attention-Aware Compositional Network for Person Re-identification ↗Jing Xu, Rui Zhao, Feng Zhu et al.502 citations
  76. DeepMVS: Learning Multi-view Stereopsis ↗Po‐Han Huang, Kevin Matzen, Johannes Kopf et al.493 citations
  77. Conditional Probability Models for Deep Image Compression ↗Fabian Mentzer, Eirikur Agustsson, Michael Tschannen et al.490 citations
  78. Deformable GANs for Pose-Based Human Image Generation ↗Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière et al.489 citations
  79. Generalized Zero-Shot Learning via Synthesized Examples ↗Vinay Kumar Verma, Gundeep Arora, Ashish Mishra et al.486 citations
  80. HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification ↗Amos Sironi, Manuele Brambilla, Nicolas Bourdis et al.486 citations
  81. PoseTrack: A Benchmark for Human Pose Estimation and Tracking ↗Mykhaylo Andriluka, Umar Iqbal, Eldar Insafutdinov et al.486 citations
  82. A Bi-Directional Message Passing Model for Salient Object Detection ↗Lu Zhang, J. P. Dai, Huchuan Lu et al.484 citations
  83. Partial Transfer Learning with Selective Adversarial Networks ↗Zhangjie Cao, Mingsheng Long, Jianmin Wang et al.480 citations
  84. CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise ↗Kuang-Huei Lee, Xiaodong He, Lei Zhang et al.478 citations
  85. Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation ↗Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain et al.472 citations
  86. Multi-cue Correlation Filters for Robust Visual Tracking ↗Ning Wang, Wengang Zhou, Qi Chuan Tian et al.470 citations
  87. Robust Classification with Convolutional Prototype Learning ↗Hongming Yang, Xu-Yao Zhang, Fei Yin et al.469 citations
  88. Video Based Reconstruction of 3D People Models ↗Thiemo Alldieck, Marcus A. Magnor, Weipeng Xu et al.468 citations
  89. Deep Photo Enhancer: Unpaired Learning for Image Enhancement from Photographs with GANs ↗Yu‐Sheng Chen, Yu-Ching Wang, Man-Hsin Kao et al.467 citations
  90. Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-identification ↗Jianlou Si, Honggang Zhang, Chun-Guang Li et al.466 citations
  91. Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal ↗Jifeng Wang, Xiang Li, Jian Jun Yang465 citations
  92. Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks ↗Zhenhua Feng, Josef Kittler, Muhammad Awais et al.464 citations
  93. Detect Globally, Refine Locally: A Novel Approach to Saliency Detection ↗Tiantian Wang, Lihe Zhang, Shuo Wang et al.461 citations
  94. A Revised Underwater Image Formation Model ↗Derya Akkaynak, Tali Treibitz457 citations
  95. Importance Weighted Adversarial Nets for Partial Domain Adaptation ↗Jing Zhang, Zewei Ding, Wanqing Li et al.455 citations
  96. Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling ↗Xingyuan Sun, Jiajun Wu, Xiuming Zhang et al.455 citations
  97. A Variational U-Net for Conditional Appearance and Shape Generation ↗Patrick Esser, Ekaterina Sutter454 citations
  98. BlockDrop: Dynamic Inference Paths in Residual Networks ↗Zuxuan Wu, Tushar Nagarajan, Abhishek Kumar et al.450 citations
  99. Deep Extreme Cut: From Extreme Points to Object Segmentation ↗Kevis-Kokitsi Maninis, Sergi Caelles, Jordi Pont-Tuset et al.450 citations
  100. InLoc: Indoor Visual Localization with Dense Matching and View Synthesis ↗Hajime Taira, Masatoshi Okutomi, Torsten Sattler et al.449 citations

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