ICCV 2021

1,612 papers

Physics-Based Human Motion Estimation and Synthesis From Videos

Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler

Transfusion: A Novel SLAM Method Focused on Transparent Objects

Yifan Zhu, Jiaxiong Qiu, Bo Ren

Beyond Road Extraction: A Dataset for Map Update Using Aerial Images

Favyen Bastani, Samuel Madden

Information-Theoretic Regularization for Multi-Source Domain Adaptation

Geon Yeong Park, Sang Wan Lee

Hierarchical Object-to-Zone Graph for Object Navigation

Sixian Zhang, Xinhang Song, Yubing Bai, Weijie Li, Yakui Chu

Heterogeneous Relational Complement for Vehicle Re-Identification

Jiajian Zhao, Yifan Zhao, Jia Li, Ke Yan, Yonghong Tian

ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps

Kunyang Sun, Haoqing Shi, Zhengming Zhang, Yongming Huang

H2O: A Benchmark for Visual Human-Human Object Handover Analysis

Ruolin Ye, Wenqiang Xu, Zhendong Xue, Tutian Tang, Yanfeng Wang

(Just) A Spoonful of Refinements Helps the Registration Error Go Down

Sérgio Agostinho, Aljosa Osep, Alessio Del Bue, Laura Leal-Taixé

Learning To Track Objects From Unlabeled Videos

Jilai Zheng, Chao Ma, Houwen Peng, Xiaokang Yang

Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning

Sungyong Baik, Janghoon Choi, Heewon Kim, Dohee Cho, Jaesik Min

3D-FRONT: 3D Furnished Rooms With layOuts and semaNTics

Huan Fu, Bowen Cai, Lin Gao, Ling-Xiao Zhang, Jiaming Wang

Space-Time-Separable Graph Convolutional Network for Pose Forecasting

Theodoros Sofianos, Alessio Sampieri, Luca Franco, Fabio Galasso

Semantics Disentangling for Generalized Zero-Shot Learning

Zhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang, Zi Huang

Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning

Chengxiang Yin, Kun Wu, Zhengping Che, Bo Jiang, Zhiyuan Xu

Adversarial Attacks Are Reversible With Natural Supervision

Chengzhi Mao, Mia Chiquier, Hao Wang, Junfeng Yang, Carl Vondrick

Deep Structured Instance Graph for Distilling Object Detectors

Yixin Chen, Pengguang Chen, Shu Liu, Liwei Wang, Jiaya Jia

EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-Resolution

Jin Han, Yixin Yang, Chu Zhou, Chao Xu, Boxin Shi

3DeepCT: Learning Volumetric Scattering Tomography of Clouds

Yael Sde-Chen, Yoav Y. Schechner, Vadim Holodovsky, Eshkol Eytan

FastNeRF: High-Fidelity Neural Rendering at 200FPS

Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, Julien Valentin

Context Reasoning Attention Network for Image Super-Resolution

Yulun Zhang, Donglai Wei, Can Qin, Huan Wang, Hanspeter Pfister

Learning RAW-to-sRGB Mappings With Inaccurately Aligned Supervision

Zhilu Zhang, Haolin Wang, Ming Liu, Ruohao Wang, Jiawei Zhang

Scaling Up Instance Annotation via Label Propagation

Dim P. Papadopoulos, Ethan Weber, Antonio Torralba

GAN Inversion for Out-of-Range Images With Geometric Transformations

Kyoungkook Kang, Seongtae Kim, Sunghyun Cho

Towards a Universal Model for Cross-Dataset Crowd Counting

Zhiheng Ma, Xiaopeng Hong, Xing Wei, Yunfeng Qiu, Yihong Gong

Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos

Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas

Out-of-Boundary View Synthesis Towards Full-Frame Video Stabilization

Yufei Xu, Jing Zhang, Dacheng Tao

Voxel Transformer for 3D Object Detection

Jiageng Mao, Yujing Xue, Minzhe Niu, Haoyue Bai, Jiashi Feng

Ensemble Attention Distillation for Privacy-Preserving Federated Learning

Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen

HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering

Fei Liu, Jing Liu, Weining Wang, Hanqing Lu

Extending Neural P-Frame Codecs for B-Frame Coding

Reza Pourreza, Taco Cohen

RECALL: Replay-Based Continual Learning in Semantic Segmentation

Andrea Maracani, Umberto Michieli, Marco Toldo, Pietro Zanuttigh

DeepPRO: Deep Partial Point Cloud Registration of Objects

Donghoon Lee, Onur C. Hamsici, Steven Feng, Prachee Sharma, Thorsten Gernoth

Collaborative Unsupervised Visual Representation Learning From Decentralized Data

Weiming Zhuang, Xin Gan, Yonggang Wen, SHUAI ZHANG, Shuai Yi

Deep Permutation Equivariant Structure From Motion

Dror Moran, Hodaya Koslowsky, Yoni Kasten, Haggai Maron, Meirav Galun

LapsCore: Language-Guided Person Search via Color Reasoning

Yushuang Wu, Zizheng Yan, Xiaoguang Han, Guanbin Li, Changqing Zou

Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang

BARF: Bundle-Adjusting Neural Radiance Fields

Chen-Hsuan Lin, Wei-Chiu Ma, Antonio Torralba, Simon Lucey

Learning To Remove Refractive Distortions From Underwater Images

Simron Thapa, Nianyi Li, Jinwei Ye

Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency

Haiping Wu, Xiaolong Wang

GTT-Net: Learned Generalized Trajectory Triangulation

Xiangyu Xu, Enrique Dunn

Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment

Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, GUANGMING Shi

Explain Me the Painting: Multi-Topic Knowledgeable Art Description Generation

Zechen Bai, Yuta Nakashima, Noa Garcia

Seasonal Contrast: Unsupervised Pre-Training From Uncurated Remote Sensing Data

Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodriguez

Learning Compatible Embeddings

Qiang Meng, Chixiang Zhang, Xiaoqiang Xu, Feng Zhou

Personalized and Invertible Face De-Identification by Disentangled Identity Information Manipulation

Jingyi Cao, Bo Liu, Yunqian Wen, Rong Xie, Li Song

Partial Video Domain Adaptation With Partial Adversarial Temporal Attentive Network

Yuecong Xu, Jianfei Yang, Haozhi Cao, Zhenghua Chen, Qi Li

Contrastive Coding for Active Learning Under Class Distribution Mismatch

Pan Du, Suyun Zhao, Hui Chen, Shuwen Chai, Hong Chen

Partner-Assisted Learning for Few-Shot Image Classification

Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-fu Chang, Aram Galstyan

Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation

Tianyi Chen, Yi Liu, Yunfei Zhang, Si Wu, Yong Xu

Domain Generalization via Gradient Surgery

Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante

ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition

Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris

Contrastive Attention Maps for Self-Supervised Co-Localization

Minsong Ki, Youngjung Uh, Junsuk Choe, Hyeran Byun

Field-Guide-Inspired Zero-Shot Learning

Utkarsh Mall, Bharath Hariharan, Kavita Bala

Multitask AET With Orthogonal Tangent Regularity for Dark Object Detection

Ziteng Cui, Guo-Jun Qi, Lin Gu, Shaodi You, Zenghui Zhang

FATNN: Fast and Accurate Ternary Neural Networks

Peng Chen, Bohan Zhuang, Chunhua Shen

Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds

Chaoda Zheng, Xu Yan, Jiantao Gao, Weibing Zhao, Wei Zhang

Contact-Aware Retargeting of Skinned Motion

Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito

Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective

Xuege Hou, Yali Li, Shengjin Wang

Rethinking Noise Synthesis and Modeling in Raw Denoising

Yi Zhang, Hongwei Qin, Xiaogang Wang, hongsheng Li

Collaborative Learning With Disentangled Features for Zero-Shot Domain Adaptation

Won Young Jhoo, Jae-Pil Heo

Hyperspectral Image Denoising With Realistic Data

Tao Zhang, Ying Fu, Cheng Li

ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot

Jiarui Cai, Yizhou Wang, Jenq-Neng Hwang

MLVSNet: Multi-Level Voting Siamese Network for 3D Visual Tracking

Zhoutao Wang, Qian Xie, Yu-Kun Lai, Jing Wu, Kun Long

Learning Multiple Pixelwise Tasks Based on Loss Scale Balancing

Jae-Han Lee, Chul Lee, Chang-Su Kim

Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing

Garvita Tiwari, Nikolaos Sarafianos, Tony Tung, Gerard Pons-Moll

Refining Activation Downsampling With SoftPool

Alexandros Stergiou, Ronald Poppe, Grigorios Kalliatakis

Searching for Two-Stream Models in Multivariate Space for Video Recognition

Xinyu Gong, Heng Wang, Mike Zheng Shou, Matt Feiszli, Zhangyang Wang

Learning Dual Priors for JPEG Compression Artifacts Removal

Xueyang Fu, Xi Wang, Aiping Liu, Junwei Han, Zheng-Jun Zha

Pseudo-Loss Confidence Metric for Semi-Supervised Few-Shot Learning

Kai Huang, Jie Geng, Wen Jiang, Xinyang Deng, Zhe Xu

Universal Representation Learning From Multiple Domains for Few-Shot Classification

Wei-Hong Li, Xialei Liu, Hakan Bilen

STVGBert: A Visual-Linguistic Transformer Based Framework for Spatio-Temporal Video Grounding

Rui Su, Qian Yu, Dong Xu

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon

Warp-Refine Propagation: Semi-Supervised Auto-Labeling via Cycle-Consistency

Aditya Ganeshan, Alexis Vallet, Yasunori Kudo, Shin-ichi Maeda, Tommi Kerola

Detecting Persuasive Atypicality by Modeling Contextual Compatibility

Meiqi Guo, Rebecca Hwa, Adriana Kovashka

EC-DARTS: Inducing Equalized and Consistent Optimization Into DARTS

Qinqin Zhou, Xiawu Zheng, Liujuan Cao, Bineng Zhong, Teng Xi

Causal Attention for Unbiased Visual Recognition

Tan Wang, Chang Zhou, Qianru Sun, Hanwang Zhang

LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving

Alexander Cui, Sergio Casas, Abbas Sadat, Renjie Liao, Raquel Urtasun

CR-Fill: Generative Image Inpainting With Auxiliary Contextual Reconstruction

Yu Zeng, Zhe Lin, Huchuan Lu, Vishal M. Patel

Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation

Guile Wu, Shaogang Gong

Learning Self-Similarity in Space and Time As Generalized Motion for Video Action Recognition

Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho

The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data

Cheng Gu, Erik Learned-Miller, Daniel Sheldon, Guillermo Gallego, Pia Bideau

The Surprising Impact of Mask-Head Architecture on Novel Class Segmentation

vighnesh Birodkar, Zhichao Lu, Siyang Li, Vivek Rathod, Jonathan Huang

End-to-End Video Instance Segmentation via Spatial-Temporal Graph Neural Networks

Tao Wang, Ning Xu, Kean Chen, Weiyao Lin

Calibrated and Partially Calibrated Semi-Generalized Homographies

Snehal Bhayani, Torsten Sattler, Daniel Barath, Patrik Beliansky, Janne Heikkila

MDETR - Modulated Detection for End-to-End Multi-Modal Understanding

Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve, Ishan Misra

DualPoseNet: Category-Level 6D Object Pose and Size Estimation Using Dual Pose Network With Refined Learning of Pose Consistency

Jiehong Lin, Zewei Wei, Zhihao Li, Songcen Xu, Kui Jia

Deep Matching Prior: Test-Time Optimization for Dense Correspondence

Sunghwan Hong, Seungryong Kim

Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories

Fait Poms, Vishnu Sarukkai, Ravi Teja Mullapudi, Nimit S. Sohoni, William R. Mark

Else-Net: Elastic Semantic Network for Continual Action Recognition From Skeleton Data

Tianjiao Li, Qiuhong Ke, Hossein Rahmani, Rui En Ho, Henghui Ding

Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition

James Hong, Matthew Fisher, MICHAEL GHARBI, Kayvon Fatahalian

Adaptive Convolutions With Per-Pixel Dynamic Filter Atom

Ze Wang, Zichen Miao, Jun Hu, Qiang Qiu

Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion

Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang

Dual Contrastive Loss and Attention for GANs

Ning Yu, Guilin Liu, Aysegul Dundar, Andrew Tao, Bryan Catanzaro

Viewpoint Invariant Dense Matching for Visual Geolocalization

Gabriele Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo

Learning Specialized Activation Functions With the Piecewise Linear Unit

Yucong Zhou, Zezhou Zhu, Zhao Zhong

ODAM: Object Detection, Association, and Mapping Using Posed RGB Video

Kejie Li, Daniel DeTone, Yu Fan (Steven) Chen, Minh Vo, Ian Reid

GNeRF: GAN-Based Neural Radiance Field Without Posed Camera

Quan Meng, Anpei Chen, Haimin Luo, Minye Wu, Hao Su

MVTN: Multi-View Transformation Network for 3D Shape Recognition

Abdullah Hamdi, Silvio Giancola, Bernard Ghanem

A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection

Shelly Sheynin, Sagie Benaim, Lior Wolf