ICCV 2021: all accepted papers
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- Omniscient Video Super-Resolution ↗Peng Yi, Zhongyuan Wang, Kui Jiang et al.89 citations
- Waypoint Models for Instruction-guided Navigation in Continuous Environments ↗Jacob Krantz, Aaron Gokaslan, Dhruv Batra et al.89 citations
- Context Reasoning Attention Network for Image Super-Resolution ↗Yulun Zhang, Donglai Wei, Can Qin et al.88 citations
- Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation ↗Jiabo Huang, Yang Liu, Shaogang Gong et al.88 citations
- Hierarchical Object-to-Zone Graph for Object Navigation ↗Sixian Zhang, Xinhang Song, Yubing Bai et al.88 citations
- Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment ↗Lin Zhang, Yong Luo, Yan Bai et al.87 citations
- Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation ↗Weilun Wang, Wengang Zhou, Jianmin Bao et al.87 citations
- LOKI: Long Term and Key Intentions for Trajectory Prediction ↗Harshayu Girase, Haiming Gang, Srikanth Malla et al.87 citations
- NPMs: Neural Parametric Models for 3D Deformable Shapes ↗Pablo R. Palafox, Aljaž Božič, Justus Thies et al.87 citations
- Personalized and Invertible Face De-identification by Disentangled Identity Information Manipulation ↗Jingyi Cao, Bo Liu, Yunqian Wen et al.87 citations
- Semantically Coherent Out-of-Distribution Detection ↗Jingkang Yang, Haoqi Wang, Litong Feng et al.87 citations
- Black-box Detection of Backdoor Attacks with Limited Information and Data ↗Yinpeng Dong, Xiao Hui Yang, Zhijie Deng et al.86 citations
- Bringing Events into Video Deblurring with Non-consecutively Blurry Frames ↗Wei Shang, Dongwei Ren, Dongqing Zou et al.86 citations
- Collaborative Unsupervised Visual Representation Learning from Decentralized Data ↗Weiming Zhuang, Xin Gan, Yonggang Wen et al.86 citations
- ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation ↗Zhenchao Jin, Bin Liu, Qi Chu et al.86 citations
- A Latent Transformer for Disentangled Face Editing in Images and Videos ↗Xu Yao, Alasdair Newson, Yann Gousseau et al.85 citations
- Attention is not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion ↗Tao Liang, Guosheng Lin, Lei Feng et al.85 citations
- Equivariant Imaging: Learning Beyond the Range Space ↗Dongdong Chen, Julián Andrés Tachella, Mike E. Davies85 citations
- Generating Smooth Pose Sequences for Diverse Human Motion Prediction ↗Wei Mao, Miaomiao Liu, Mathieu Salzmann85 citations
- High-Resolution Optical Flow from 1D Attention and Correlation ↗Haofei Xu, Jiaolong Yang, Jianfei Cai et al.85 citations
- Human Trajectory Prediction via Counterfactual Analysis ↗Guangyi Chen, Junlong Li, Jiwen Lu et al.85 citations
- Physics-based Human Motion Estimation and Synthesis from Videos ↗Kevin Xie, Tingwu Wang, Umar Iqbal et al.85 citations
- Road Anomaly Detection by Partial Image Reconstruction with Segmentation Coupling ↗Tomas Vojir, Tomas Sipka, Rahaf Aljundi et al.85 citations
- Self-Supervised Vessel Segmentation via Adversarial Learning ↗Yuxin Ma, Hua Yang, Hanming Deng et al.85 citations
- Context-aware Scene Graph Generation with Seq2Seq Transformers ↗Yichao Lu, Himanshu Rai, Jason S. Chang et al.84 citations
- Exploring Relational Context for Multi-Task Dense Prediction ↗David Brüggemann, Menelaos Kanakis, Anton Obukhov et al.84 citations
- Learning Unsupervised Metaformer for Anomaly Detection ↗Jhih-Ciang Wu, Ding-Jie Chen, Chiou‐Shann Fuh et al.84 citations
- Real-time Image Enhancer via Learnable Spatial-aware 3D Lookup Tables ↗Tao Wang, Yong Li, Jingyang Peng et al.84 citations
- BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-domain Semantic Segmentation ↗Yahao Liu, Jinhong Deng, Xinchen Gao et al.83 citations
- Joint Visual and Audio Learning for Video Highlight Detection ↗Taivanbat Badamdorj, Mrigank Rochan, Yang Wang et al.83 citations
- Meta Gradient Adversarial Attack ↗Zheng Yuan, Jie Zhang, Yunpei Jia et al.83 citations
- MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments ↗Pan Ji, Runze Li, Bir Bhanu et al.83 citations
- Orthogonal Projection Loss ↗Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat et al.83 citations
- Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches ↗Benoît Guillard, Edoardo Remelli, Pierre Yvernay et al.83 citations
- Understanding and Evaluating Racial Biases in Image Captioning ↗Dora Zhao, Angelina Wang, Olga Russakovsky83 citations
- A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation ↗Jiteng Mu, Weichao Qiu, Adam Kortylewski et al.82 citations
- Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation ↗Guile Wu, Shaogang Gong82 citations
- Exploiting Explanations for Model Inversion Attacks ↗Xuejun Zhao, Wencan Zhang, Xiaokui Xiao et al.82 citations
- Learning to Stylize Novel Views ↗Hsin–Ping Huang, Hung-Yu Tseng, Saurabh Saini et al.82 citations
- Rethinking Noise Synthesis and Modeling in Raw Denoising ↗Yi Zhang, Hongwei Qin, Xiaogang Wang et al.82 citations
- Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection ↗Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi et al.82 citations
- Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency ↗Zhipeng Luo, Zhongang Cai, Changqing Zhou et al.82 citations
- Multi-Task Self-Training for Learning General Representations ↗Golnaz Ghiasi, Barret Zoph, Ekin D. Cubuk et al.81 citations
- ReCU: Reviving the Dead Weights in Binary Neural Networks ↗Zihan Xu, Mingbao Lin, Jianzhuang Liu et al.81 citations
- RePOSE: Fast 6D Object Pose Refinement via Deep Texture Rendering ↗Shun Iwase, Xingyu Liu, Rawal Khirodkar et al.81 citations
- Towards Discriminative Representation Learning for Unsupervised Person Re-identification ↗Takashi Isobe, Dong Li, Lu Tian et al.81 citations
- Image Harmonization with Transformer ↗Zonghui Guo, Dongsheng Guo, Haiyong Zheng et al.80 citations
- Region Similarity Representation Learning ↗Tete Xiao, Colorado Reed, Xiaolong Wang et al.80 citations
- Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark ↗Kun Wang, Zhenyu Zhang, Zhiqiang Yan et al.80 citations
- Spatio-Temporal Representation Factorization for Video-based Person Re-Identification ↗Abhishek Aich, Meng Zheng, Srikrishna Karanam et al.80 citations
- Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher ↗Yichen Zhu, Yi Wang80 citations
- Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate ↗Xiaofeng Liu, Zhenhua Guo, Site Li et al.79 citations
- Domain Generalization via Gradient Surgery ↗Lucas Mansilla, Rodrigo Echeveste, Diego Humberto Milone et al.79 citations
- Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data ↗Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly et al.79 citations
- Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection ↗Nianjin Ye, Chuan Wang, Haoqiang Fan et al.79 citations
- Video Instance Segmentation with a Propose-Reduce Paradigm ↗Huaijia Lin, Ruizheng Wu, Shu Liu et al.79 citations
- Voxel-based Network for Shape Completion by Leveraging Edge Generation ↗Xiaogang Wang, Marcelo H. Ang, Gim Hee Lee79 citations
- C3-SemiSeg: Contrastive Semi-supervised Segmentation via Cross-set Learning and Dynamic Class-balancing ↗Yanning Zhou, Hang Xu, Wei Zhang et al.78 citations
- Domain-Invariant Disentangled Network for Generalizable Object Detection ↗Chuang Lin, Zehuan Yuan, Sicheng Zhao et al.78 citations
- Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields ↗Albert Reed, Hyojin Kim, Rushil Anirudh et al.78 citations
- Learning with Noisy Labels via Sparse Regularization ↗Xiong Hui Zhou, Xianming Liu, Chenyang Wang et al.78 citations
- MGSampler: An Explainable Sampling Strategy for Video Action Recognition ↗Yuan Zhi, Zhan Tong, Limin Wang et al.78 citations
- Self-supervised Product Quantization for Deep Unsupervised Image Retrieval ↗Young Kyun Jang, Nam Ik Cho78 citations
- The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation ↗Yuankai Qi, Zizheng Pan, Yicong Hong et al.78 citations
- Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis ↗Jianhua Sun, Yuxuan Li, Hao-Shu Fang et al.78 citations
- Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction ↗Xiao Tang, Tianyu Wang, Chi‐Wing Fu78 citations
- Dual Path Learning for Domain Adaptation of Semantic Segmentation ↗Yiting Cheng, Fangyun Wei, Jianmin Bao et al.77 citations
- Dynamic Cross Feature Fusion for Remote Sensing Pansharpening ↗Xiao Wu, Ting‐Zhu Huang, Liang-Jian Deng et al.77 citations
- Free-form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud ↗Mingtao Feng, Zhen Li, Qi Li et al.77 citations
- Heterogeneous Relational Complement for Vehicle Re-identification ↗Jiajian Zhao, Yifan Zhao, Jia Li et al.77 citations
- Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization ↗Pilhyeon Lee, Hyeran Byun77 citations
- Mean Shift for Self-Supervised Learning ↗Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Hamed Pirsiavash77 citations
- Pano-AVQA: Grounded Audio-Visual Question Answering on 360° Videos ↗Heeseung Yun, Youngjae Yu, Wonsuk Yang et al.77 citations
- SSH: A Self-Supervised Framework for Image Harmonization ↗Yifan Jiang, He Zhang, Jianming Zhang et al.77 citations
- Self-supervised 3D Skeleton Action Representation Learning with Motion Consistency and Continuity ↗Yukun Su, Guosheng Lin, Qingyao Wu77 citations
- Vision-Language Navigation with Random Environmental Mixup ↗Chong Liu, Fengda Zhu, Xiaojun Chang et al.77 citations
- Visual Graph Memory with Unsupervised Representation for Visual Navigation ↗Obin Kwon, Nuri Kim, Yunho Choi et al.77 citations
- Where are you heading? Dynamic Trajectory Prediction with Expert Goal Examples ↗He Zhao, Richard P. Wildes77 citations
- Adaptive Surface Normal Constraint for Depth Estimation ↗Xiaoxiao Long, Cheng Chung Lin, Lingjie Liu et al.76 citations
- Generalizing Gaze Estimation with Outlier-guided Collaborative Adaptation ↗Yunfei Liu, Ruicong Liu, Haofei Wang et al.76 citations
- Local Temperature Scaling for Probability Calibration ↗Zhipeng Ding, Xu Han, Peirong Liu et al.76 citations
- Neural Image Compression via Attentional Multi-scale Back Projection and Frequency Decomposition ↗Ge Gao, Pei You, Rong Pan et al.76 citations
- Predicting with Confidence on Unseen Distributions ↗Devin Guillory, Vaishaal Shankar, Sayna Ebrahimi et al.76 citations
- Self-supervised Monocular Depth Estimation for All Day Images using Domain Separation ↗Lina Liu, Xibin Song, Mengmeng Wang et al.76 citations
- Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection ↗Ni Zhang, Junwei Han, Nian Liu et al.76 citations
- TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition ↗Wenyuan Xue, Baosheng Yu, Wen Wang et al.76 citations
- Variational Feature Disentangling for Fine-Grained Few-Shot Classification ↗Jingyi Xu, Hieu Le, Mingzhen Huang et al.76 citations
- Aligning Latent and Image Spaces to Connect the Unconnectable ↗Ivan Skorokhodov, Grigorii Sotnikov, Mohamed Elhoseiny75 citations
- Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation ↗Luyu Yang, Yan Wang, Mingfei Gao et al.75 citations
- Deep Metric Learning for Open World Semantic Segmentation ↗Jun Cen, Yun Peng, Junhao Cai et al.75 citations
- Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds ↗Longkun Zou, Hui Tang, Ke Chen et al.75 citations
- Rehearsal revealed: The limits and merits of revisiting samples in continual learning ↗Eli Verwimp, Matthias De Lange, Tinne Tuytelaars75 citations
- SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks ↗Jiapeng Tang, Jiabao Lei, Dan Xu et al.75 citations
- Self-Supervised 3D Hand Pose Estimation from monocular RGB via Contrastive Learning ↗Adrian Spurr, Aneesh Dahiya, Xi Wang et al.75 citations
- Boosting the Generalization Capability in Cross-Domain Few-shot Learning via Noise-enhanced Supervised Autoencoder ↗Hanwen Liang, Qiong Zhang, Peng Dai et al.74 citations
- Contrastive Multimodal Fusion with TupleInfoNCE ↗Yunze Liu, Qingnan Fan, Shanghang Zhang et al.74 citations
- LoFGAN: Fusing Local Representations for Few-shot Image Generation ↗Zheng Gu, Wenbin Li, Jing Huo et al.74 citations
- Motion Guided Region Message Passing for Video Captioning ↗Shaoxiang Chen, Yu–Gang Jiang74 citations
- Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation ↗Hui Zhang, Henghui Ding74 citations
- Track without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking ↗Gaoang Wang, Renshu Gu, Zuozhu Liu et al.74 citations
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