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ICCV 2021: all accepted papers

1,615 papers · page 9 of 17 · the most cited first · ← ICCV 2021

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  1. Time-Equivariant Contrastive Video Representation Learning ↗Simon Jenni, Hailin Jin52 citations
  2. Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing ↗Abdallah Dib, Cédric Thébault, Junghyun Ahn et al.52 citations
  3. CDNet: Centripetal Direction Network for Nuclear Instance Segmentation ↗Hongliang He, Zhongyi Huang, Yao Ding et al.51 citations
  4. Dynamic Surface Function Networks for Clothed Human Bodies ↗Andrei Burov, Matthias Nießner, Justus Thies51 citations
  5. End-to-End Detection and Pose Estimation of Two Interacting Hands ↗Dong Uk Kim, Kwang In Kim, Seungryul Baek51 citations
  6. EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-resolution ↗Jin Han, Yixin Yang, Chu Zhou et al.51 citations
  7. Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval ↗Max Bain, Arsha Nagrani, Gül Varol et al.51 citations
  8. Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild ↗Akash Sengupta, Ignas Budvytis, Roberto Cipolla51 citations
  9. How to Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild ↗Okan Köpüklü, Maja Taseska, Gerhard Rigoll51 citations
  10. Image Synthesis from Layout with Locality-Aware Mask Adaption ↗Zejian Li, Jingyu Wu, Immanuel Koh et al.51 citations
  11. Light Source Guided Single-Image Flare Removal from Unpaired Data ↗Xiaotian Qiao, Gerhard Petrus Hancke, Rynson W. H. Lau51 citations
  12. Shape Self-Correction for Unsupervised Point Cloud Understanding ↗Ye Chen, Jinxian Liu, Bingbing Ni et al.51 citations
  13. SimROD: A Simple Adaptation Method for Robust Object Detection ↗Rindra Ramamonjison, Amin Banitalebi-Dehkordi, Xinyu Kang et al.51 citations
  14. Striking a Balance between Stability and Plasticity for Class-Incremental Learning ↗Guile Wu, Shaogang Gong, Pan Li Queen51 citations
  15. Toward Human-Like Grasp: Dexterous Grasping via Semantic Representation of Object-Hand ↗Tianqiang Zhu, Rina Wu, Xiangbo Lin et al.51 citations
  16. Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition ↗James Won‐Ki Hong, Matthew Fisher, Michaël Gharbi et al.51 citations
  17. Wanderlust: Online Continual Object Detection in the Real World ↗Jianren Wang, Xin Wang, Yue Shangguan et al.51 citations
  18. Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models ↗Linjie Li, Jie Lei, Zhe Gan et al.50 citations
  19. Boundary-sensitive Pre-training for Temporal Localization in Videos ↗Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor A Escorcia et al.50 citations
  20. Discriminative Region-based Multi-Label Zero-Shot Learning ↗Sanath Narayan, Akshita Gupta, Salman Hameed Khan et al.50 citations
  21. Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data ↗Tianjiao Li, Qiuhong Ke, Hossein Rahmani et al.50 citations
  22. Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction ↗Fang Zhao, Wenhao Wang, Shengcai Liao et al.50 citations
  23. Localized Simple Multiple Kernel K-means ↗Xinwang Liu, Sihang Zhou, Li Liu et al.50 citations
  24. NeuSpike-Net: High Speed Video Reconstruction via Bio-inspired Neuromorphic Cameras ↗Lin Zhu, Jianing Li, Xiao Wang et al.50 citations
  25. PU-EVA: An Edge-Vector based Approximation Solution for Flexible-scale Point Cloud Upsampling ↗Luqing Luo, Lulu Tang, Wanyi Zhou et al.50 citations
  26. Support-Set Based Cross-Supervision for Video Grounding ↗Xinpeng Ding, Nannan Wang, Shiwei Zhang et al.50 citations
  27. T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation ↗Ruihuang Li, Xu Jia, Jianzhong He et al.50 citations
  28. 3D Building Reconstruction from Monocular Remote Sensing Images ↗Weijia Li, Lingxuan Meng, Jinwang Wang et al.49 citations
  29. A Closer Look at Rotation-invariant Deep Point Cloud Analysis ↗Feiran Li, Kent Fujiwara, Fumio Okura et al.49 citations
  30. Benchmarking Ultra-High-Definition Image Super-resolution ↗Kaihao Zhang, Dongxu Li, Wenhan Luo et al.49 citations
  31. CDS: Cross-Domain Self-supervised Pre-training ↗Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh et al.49 citations
  32. Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks ↗Kirill Mazur, Victor Lempitsky49 citations
  33. Crowd Counting With Partial Annotations in an Image ↗Yanyu Xu, Ziming Zhong, Dongze Lian et al.49 citations
  34. MGNet: Monocular Geometric Scene Understanding for Autonomous Driving ↗Markus Schön, Michael Buchholz, Klaus Dietmayer49 citations
  35. Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation ↗Antoine Saporta, Tuan-Hung Vu, Matthieu Cord et al.49 citations
  36. PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation ↗Guangyuan Zhou, Huiqun Wang, Jiaxin Chen et al.49 citations
  37. PlaneTR: Structure-Guided Transformers for 3D Plane Recovery ↗Bin Tan, Nan Xue, Song Bai et al.49 citations
  38. SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation ↗Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan et al.49 citations
  39. Shape-aware Multi-Person Pose Estimation from Multi-View Images ↗Zijian Dong, Jie Song, Xu Chen et al.49 citations
  40. TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild ↗Vida Adeli, Mahsa Ehsanpour, Ian D. Reid et al.49 citations
  41. Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning ↗Junkai Huang, Chaowei Fang, Weikai Chen et al.49 citations
  42. Adaptive Curriculum Learning ↗Yajing Kong, Liu Liu, Wang Jun et al.48 citations
  43. AdvRush: Searching for Adversarially Robust Neural Architectures ↗Jisoo Mok, Byunggook Na, Hyeokjun Choe et al.48 citations
  44. Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner? ↗Lijun Wang, Yifan Wang, Linzhao Wang et al.48 citations
  45. Contact-Aware Retargeting of Skinned Motion ↗Ruben Villegas, Duygu Ceylan, Aaron Hertzmann et al.48 citations
  46. DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation ↗Maosheng Ye, Shuangjie Xu, Tongyi Cao et al.48 citations
  47. FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting ↗Zhiwen Fan, Lingjie Zhu, Honghua Li et al.48 citations
  48. GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion ↗Cheng Chi, Shuran Song48 citations
  49. Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision ↗Zhilu Zhang, Haolin Wang, Ming Liu et al.48 citations
  50. Multi-Source Domain Adaptation for Object Detection ↗Xingxu Yao, Sicheng Zhao, Pengfei Xu et al.48 citations
  51. Multispectral illumination estimation using deep unrolling network ↗Yuqi Li, Qiang Fu, Wolfgang Heidrich48 citations
  52. On Compositions of Transformations in Contrastive Self-Supervised Learning ↗Mandela Patrick, Yuki M. Asano, Polina Kuznetsova et al.48 citations
  53. On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors ↗Osama Makansi, Özgün Çiçek, Yassine Marrakchi et al.48 citations
  54. RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection ↗Yongming Rao, Benlin Liu, Yi Wei et al.48 citations
  55. SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting ↗Varun Jampani, Huiwen Chang, Kyle Sargent et al.48 citations
  56. Scribble-Supervised Semantic Segmentation Inference ↗Jingshan Xu, Chuanwei Zhou, Zhen Cui et al.48 citations
  57. Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace ↗Zhiyi Pan, Peng Jiang, Yunhai Wang et al.48 citations
  58. Self-supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond ↗Ming Li, Xinming Huang, Ziming Zhang48 citations
  59. VideoLT: Large-scale Long-tailed Video Recognition ↗Xing Zhang, Zuxuan Wu, Zejia Weng et al.48 citations
  60. Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image ↗Shumian Xin, Neal Wadhwa, Tianfan Xue et al.47 citations
  61. Disentangled High Quality Salient Object Detection ↗Lv Tang Bo Li, Yijie Zhong, Shouhong Ding et al.47 citations
  62. Explainable Person Re-Identification with Attribute-guided Metric Distillation ↗Xiaodong Chen, Xinchen Liu, Wu Liu et al.47 citations
  63. Fast Light-field Disparity Estimation with Multi-disparity-scale Cost Aggregation ↗Zhicong Huang, Xuemei Hu, Zhou Xue et al.47 citations
  64. Learning with Noisy Labels for Robust Point Cloud Segmentation ↗Shuquan Ye, Dongdong Chen, Songfang Han et al.47 citations
  65. MAAS: Multi-modal Assignation for Active Speaker Detection ↗Juan León Alcázar, Fabian Caba Heilbron, Ali Thabet et al.47 citations
  66. PointBA: Towards Backdoor Attacks in 3D Point Cloud ↗Xinke Li, Zhirui Chen, Yue Zhao et al.47 citations
  67. Warp Consistency for Unsupervised Learning of Dense Correspondences ↗Prune Truong, Martin Danelljan, Fisher Yu et al.47 citations
  68. ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency ↗Deng Yuan Huang, Wenhao Wu, Wei-Wen Hu et al.46 citations
  69. Deep Relational Metric Learning ↗Wenzhao Zheng, Borui Zhang, Jiwen Lu et al.46 citations
  70. LSG-CPD: Coherent Point Drift with Local Surface Geometry for Point Cloud Registration ↗Weixiao Liu, Hongtao Wu, Gregory S. Chirikjian46 citations
  71. Online Multi-Granularity Distillation for GAN Compression ↗Yuxi Ren, Jie Wu, Xuefeng Xiao et al.46 citations
  72. Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation ↗Yuxiang Wei, Yupeng Shi, Xiao Liu et al.46 citations
  73. Point-Based Modeling of Human Clothing ↗Ilya Zakharkin, Kirill Mazur, Artur Grigorev et al.46 citations
  74. Rank & Sort Loss for Object Detection and Instance Segmentation ↗Kemal Öksüz, Barış Can Çam, Emre Akbaş et al.46 citations
  75. SGMNet: Learning Rotation-Invariant Point Cloud Representations via Sorted Gram Matrix ↗Jianyun Xu, Xin Tang, Zhu Yushi et al.46 citations
  76. StereOBJ-1M: Large-scale Stereo Image Dataset for 6D Object Pose Estimation ↗Xingyu Liu, Shun Iwase, Kris Kitani46 citations
  77. Superpoint Network for Point Cloud Oversegmentation ↗Le Hui, Yuan Jia, Mingmei Cheng et al.46 citations
  78. Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting ↗Changan Wang, Qingyu Song, Boshen Zhang et al.46 citations
  79. WarpedGANSpace: Finding non-linear RBF paths in GAN latent space ↗Christos Tzelepis, Georgios Tzimiropoulos, Ioannis Patras46 citations
  80. An Asynchronous Kalman Filter for Hybrid Event Cameras ↗Ziwei Wang, Yonhon Ng, Cedric Scheerlinck et al.45 citations
  81. Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations ↗Pau Rodríguez, Massimo Caccia, Alexandre Lacoste et al.45 citations
  82. Domain Adaptive Video Segmentation via Temporal Consistency Regularization ↗Dayan Guan, Jiaxing Huang, Aoran Xiao et al.45 citations
  83. MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks ↗Alexandre Ramé, Rémy Sun, Matthieu Cord45 citations
  84. STEM: An approach to Multi-source Domain Adaptation with Guarantees ↗Van-Anh Nguyen, Tuan Dung Nguyen, Trung Le et al.45 citations
  85. StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement ↗Yuda Song, Hui Qian, Xin Du45 citations
  86. COMISR: Compression-Informed Video Super-Resolution ↗Yinxiao Li, Pengchong Jin, Feng Yu Yang et al.44 citations
  87. CTRL-C: Camera calibration TRansformer with Line-Classification ↗Jinwoo Lee, Hyunsung Go, Hyunjoon Lee et al.44 citations
  88. DCT-SNN: Using DCT to Distribute Spatial Information over Time for Low-Latency Spiking Neural Networks ↗Isha Garg, Sayeed Shafayet Chowdhury, Kaushik Roy44 citations
  89. Extending Neural P-frame Codecs for B-frame Coding ↗Reza Pourreza, Taco Cohen44 citations
  90. Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis ↗Nikhil Pratap Singh, Jeff Mentch, Jerry Ng et al.44 citations
  91. LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation ↗Inkyu Shin, Dong-Jin Kim, Jae Won Cho et al.44 citations
  92. RFNet: Recurrent Forward Network for Dense Point Cloud Completion ↗Tianxin Huang, Hao Zou, Jinhao Cui et al.44 citations
  93. BuildingNet: Learning to Label 3D Buildings ↗Pratheba Selvaraju, Mohamed Nabail, Marios Loizou et al.43 citations
  94. DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization ↗Cheng Zhang, Zhaopeng Cui, Cai Chen et al.43 citations
  95. Detection and Continual Learning of Novel Face Presentation Attacks ↗Mohammad Ghomi Rostami, Leonidas Spinoulas, Mohamed E. Hussein et al.43 citations
  96. Explain Me the Painting: Multi-Topic Knowledgeable Art Description Generation ↗Zechen Bai, Yuta Nakashima, Noa García43 citations
  97. Improving robustness against common corruptions with frequency biased models ↗Tonmoy Saikia, Cordelia Schmid, Thomas Brox43 citations
  98. Learned Spatial Representations for Few-shot Talking-Head Synthesis ↗Moustafa Meshry, Saksham Suri, Larry Steven Davis et al.43 citations
  99. Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection ↗Rui Dai, Srijan Das, François Brémond43 citations
  100. Mutual Supervision for Dense Object Detection ↗Ziteng Gao, Limin Wang, Gangshan Wu43 citations

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