ICCV 2021

1,612 papers

TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment

Jianwei Yang, Yonatan Bisk, Jianfeng Gao

Long Short View Feature Decomposition via Contrastive Video Representation Learning

Nadine Behrmann, Mohsen Fayyaz, Juergen Gall, Mehdi Noroozi

Flow-Guided Video Inpainting With Scene Templates

DONG LAO, Peihao Zhu, Peter Wonka, Ganesh Sundaramoorthi

CanvasVAE: Learning To Generate Vector Graphic Documents

Kota Yamaguchi

Improving 3D Object Detection With Channel-Wise Transformer

Hualian Sheng, Sijia Cai, Yuan Liu, Bing Deng, Jianqiang Huang

Leveraging Auxiliary Tasks With Affinity Learning for Weakly Supervised Semantic Segmentation

Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel

Learning With Noisy Labels via Sparse Regularization

Xiong Zhou, Xianming Liu, Chenyang Wang, Deming Zhai, Junjun Jiang

Graph-Based Asynchronous Event Processing for Rapid Object Recognition

Yijin Li, Han Zhou, Bangbang Yang, Ye Zhang, Zhaopeng Cui

AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis

Yudong Guo, Keyu Chen, Sen Liang, Yong-jin Liu, Hujun Bao

A Latent Transformer for Disentangled Face Editing in Images and Videos

Xu Yao, Alasdair Newson, Yann Gousseau, Pierre Hellier

HRegNet: A Hierarchical Network for Large-Scale Outdoor LiDAR Point Cloud Registration

Fan Lu, Guang Chen, Yinlong Liu, Lijun Zhang, Sanqing Qu

De-Rendering Stylized Texts

Wataru Shimoda, Daichi Haraguchi, Seiichi Uchida, Kota Yamaguchi

LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation

Ruizhi Shao, Gaochang Wu, Yuemei Zhou, Ying Fu, Lu Fang

Asymmetric Bilateral Motion Estimation for Video Frame Interpolation

Junheum Park, Chul Lee, Chang-Su Kim

Weakly Supervised Representation Learning With Coarse Labels

Yuanhong Xu, Qi Qian, Hao Li, Rong Jin, Juhua Hu

4D Cloud Scattering Tomography

Roi Ronen, Yoav Y. Schechner, Eshkol Eytan

End-to-End Piece-Wise Unwarping of Document Images

Sagnik Das, Kunwar Yashraj Singh, Jon Wu, Erhan Bas, Vijay Mahadevan

Self-Supervised Video Object Segmentation by Motion Grouping

Charig Yang, Hala Lamdouar, Erika Lu, Andrew Zisserman, Weidi Xie

Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment

Lin Zhang, Yong Luo, Yan Bai, Bo Du, Ling-Yu Duan

PoGO-Net: Pose Graph Optimization With Graph Neural Networks

Xinyi Li, Haibin Ling

Pri3D: Can 3D Priors Help 2D Representation Learning?

Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, Matthias Nießner

Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting

Binghui Chen, Zhaoyi Yan, Ke Li, Pengyu Li, Biao Wang

Diverse Image Style Transfer via Invertible Cross-Space Mapping

Haibo Chen, lei zhao, Huiming Zhang, Zhizhong Wang, Zhiwen Zuo

Dynamic CT Reconstruction From Limited Views With Implicit Neural Representations and Parametric Motion Fields

Albert W. Reed, Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley

A Dark Flash Normal Camera

Zhihao Xia, Jason Lawrence, Supreeth Achar

Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents

Shivansh Patel, Saim Wani, Unnat Jain, Alexander G. Schwing, Svetlana Lazebnik

Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation

David Biertimpel, Sindi Shkodrani, Anil S. Baslamisli, Nóra Baka

Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning

Jiahe Shi, Yali Li, Shengjin Wang

Faster Multi-Object Segmentation Using Parallel Quadratic Pseudo-Boolean Optimization

Niels Jeppesen, Patrick M. Jensen, Anders N. Christensen, Anders B. Dahl, Vedrana A. Dahl

Self-Supervised Transfer Learning for Hand Mesh Recovery From Binocular Images

Zheng Chen, Sihan Wang, Yi Sun, Xiaohong Ma

Transformer-Based Dual Relation Graph for Multi-Label Image Recognition

Jiawei Zhao, Ke Yan, Yifan Zhao, Xiaowei Guo, Feiyue Huang

SemIE: Semantically-Aware Image Extrapolation

Bholeshwar Khurana, Soumya Ranjan Dash, Abhishek Bhatia, Aniruddha Mahapatra, Hrituraj Singh

Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost Aggregation

Zhicong Huang, Xuemei Hu, Zhou Xue, Weizhu Xu, Tao Yue

Neural Architecture Search for Joint Human Parsing and Pose Estimation

Dan Zeng, Yuhang Huang, Qian Bao, Junjie Zhang, Chi Su

Modulated Periodic Activations for Generalizable Local Functional Representations

Ishit Mehta, MICHAEL GHARBI, Connelly Barnes, Eli Shechtman, Ravi Ramamoorthi

NEAT: Neural Attention Fields for End-to-End Autonomous Driving

Kashyap Chitta, Aditya Prakash, Andreas Geiger

Learning Efficient Photometric Feature Transform for Multi-View Stereo

Kaizhang Kang, Cihui Xie, Ruisheng Zhu, Xiaohe Ma, Ping Tan

Towards Understanding the Generative Capability of Adversarially Robust Classifiers

Yao Zhu, Jiacheng Ma, Jiacheng Sun, Zewei Chen, Rongxin Jiang

Pixel Difference Networks for Efficient Edge Detection

Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao

Geometric Granularity Aware Pixel-To-Mesh

Yue Shi, Bingbing Ni, Jinxian Liu, Dingyi Rong, Ye Qian

Exploring Cross-Image Pixel Contrast for Semantic Segmentation

Wenguan Wang, Tianfei Zhou, Fisher Yu, Jifeng Dai, Ender Konukoglu

Instance Segmentation in 3D Scenes Using Semantic Superpoint Tree Networks

Zhihao Liang, Zhihao Li, Songcen Xu, Mingkui Tan, Kui Jia

Towards Interpretable Deep Networks for Monocular Depth Estimation

Zunzhi You, Yi-Hsuan Tsai, Wei-Chen Chiu, Guanbin Li

Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach

Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen

Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar

Peike Li, Xin Yu, Yi Yang

Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions

Xiheng Zhang, Yongkang Wong, Xiaofei Wu, Juwei Lu, Mohan Kankanhalli

Motion Guided Region Message Passing for Video Captioning

Shaoxiang Chen, Yu-Gang Jiang

Motion-Focused Contrastive Learning of Video Representations

Rui Li, Yiheng Zhang, Zhaofan Qiu, Ting Yao, Dong Liu

Explainable Person Re-Identification With Attribute-Guided Metric Distillation

Xiaodong Chen, Xinchen Liu, Wu Liu, Xiao-Ping Zhang, Yongdong Zhang

With a Little Help From My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations

Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman

Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond

Ming Li, Xinming Huang, Ziming Zhang

Fast Video Moment Retrieval

Junyu Gao, Changsheng Xu

I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-Fidelity 3D Hand Mesh Modeling

Ping Chen, Yujin Chen, Dong Yang, Fangyin Wu, Qin Li

Universal-Prototype Enhancing for Few-Shot Object Detection

Aming Wu, Yahong Han, Linchao Zhu, Yi Yang

Fusion Moves for Graph Matching

Lisa Hutschenreiter, Stefan Haller, Lorenz Feineis, Carsten Rother, Dagmar Kainmuller

HPNet: Deep Primitive Segmentation Using Hybrid Representations

Siming Yan, Zhenpei Yang, Chongyang Ma, Haibin Huang, Etienne Vouga

VSAC: Efficient and Accurate Estimator for H and F

Maksym Ivashechkin, Daniel Barath, Jiri Matas

Channel-Wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition

Yuxin Chen, Ziqi Zhang, chunfeng yuan, Bing Li, Ying Deng

Towards Flexible Blind JPEG Artifacts Removal

Jiaxi Jiang, Kai Zhang, Radu Timofte

Self-Knowledge Distillation With Progressive Refinement of Targets

Kyungyul Kim, ByeongMoon Ji, Doyoung Yoon, Sangheum Hwang

Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution

Salma Abdel Magid, Yulun Zhang, Donglai Wei, Won-Dong Jang, Zudi Lin

imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose

Thiemo Alldieck, Hongyi Xu, Cristian Sminchisescu

Robust Trust Region for Weakly Supervised Segmentation

Dmitrii Marin, Yuri Boykov

FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters

Yuwei Cheng, Jiannan Zhu, Mengxin Jiang, Jie Fu, Changsong Pang

The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation

Guillem Braso, Nikita Kister, Laura Leal-Taixé

Social NCE: Contrastive Learning of Socially-Aware Motion Representations

Yuejiang Liu, Qi Yan, Alexandre Alahi

Domain-Invariant Disentangled Network for Generalizable Object Detection

Chuang Lin, Zehuan Yuan, Sicheng Zhao, Peize Sun, Changhu Wang

Multiple Pairwise Ranking Networks for Personalized Video Summarization

Yassir Saquil, Da Chen, Yuan He, Chuan Li, Yong-Liang Yang

SS-IL: Separated Softmax for Incremental Learning

Hongjoon Ahn, Jihwan Kwak, Subin Lim, Hyeonsu Bang, Hyojun Kim

Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projections Matching

Chao Chen, Zhizhong Han, Yu-Shen Liu, Matthias Zwicker

Telling the What While Pointing to the Where: Multimodal Queries for Image Retrieval

Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut

BlockCopy: High-Resolution Video Processing With Block-Sparse Feature Propagation and Online Policies

Thomas Verelst, Tinne Tuytelaars

Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation

Andreas Voskou, Konstantinos P. Panousis, Dimitrios Kosmopoulos, Dimitris N. Metaxas, Sotirios Chatzis

Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation

Nianyi Li, Simron Thapa, Cameron Whyte, Albert W. Reed, Suren Jayasuriya

Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples

Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin

Full-Duplex Strategy for Video Object Segmentation

Ge-Peng Ji, Keren Fu, Zhe Wu, Deng-Ping Fan, Jianbing Shen

Compressing Visual-Linguistic Model via Knowledge Distillation

Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang

CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing

Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang

UniT: Multimodal Multitask Learning With a Unified Transformer

Ronghang Hu, Amanpreet Singh

Towards Face Encryption by Generating Adversarial Identity Masks

Xiao Yang, Yinpeng Dong, Tianyu Pang, Hang Su, Jun Zhu

Just Ask: Learning To Answer Questions From Millions of Narrated Videos

Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid

Do Different Deep Metric Learning Losses Lead to Similar Learned Features?

Konstantin Kobs, Michael Steininger, Andrzej Dulny, Andreas Hotho

How To Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild

Okan Köpüklü, Maja Taseska, Gerhard Rigoll

RePOSE: Fast 6D Object Pose Refinement via Deep Texture Rendering

Shun Iwase, Xingyu Liu, Rawal Khirodkar, Rio Yokota, Kris M. Kitani

PARE: Part Attention Regressor for 3D Human Body Estimation

Muhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, Michael J. Black

Impact of Aliasing on Generalization in Deep Convolutional Networks

Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin, Rob Romijnders, Nicolas Le Roux

Co-Scale Conv-Attentional Image Transformers

Weijian Xu, Yifan Xu, Tyler Chang, Zhuowen Tu

Homogeneous Architecture Augmentation for Neural Predictor

Yuqiao Liu, Yehui Tang, Yanan Sun

Beyond Trivial Counterfactual Explanations With Diverse Valuable Explanations

Pau Rodriguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam Laradji

Visual Scene Graphs for Audio Source Separation

Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian

Bias Loss for Mobile Neural Networks

Lusine Abrahamyan, Valentin Ziatchin, Yiming Chen, Nikos Deligiannis

Efficient Action Recognition via Dynamic Knowledge Propagation

Hanul Kim, Mihir Jain, Jun-Tae Lee, Sungrack Yun, Fatih Porikli

SemiHand: Semi-Supervised Hand Pose Estimation With Consistency

Linlin Yang, Shicheng Chen, Angela Yao

Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval

Yuxin Hou, Eleonora Vig, Michael Donoser, Loris Bazzani

Explaining Local, Global, and Higher-Order Interactions in Deep Learning

Samuel Lerman, Charles Venuto, Henry Kautz, Chenliang Xu

Augmenting Depth Estimation With Geospatial Context

Scott Workman, Hunter Blanton

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective With Transformers

Zhaoshuo Li, Xingtong Liu, Nathan Drenkow, Andy Ding, Francis X. Creighton

Visual-Textual Attentive Semantic Consistency for Medical Report Generation

Yi Zhou, Lei Huang, Tao Zhou, Huazhu Fu, Ling Shao

Continual Learning for Image-Based Camera Localization

Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov, Xiaotian Li, Juho Kannala

Self-Supervised Representation Learning From Flow Equivariance

Yuwen Xiong, Mengye Ren, Wenyuan Zeng, Raquel Urtasun