ICCV 2021

1,612 papers

Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image Retrieval

Hui Wu, Min Wang, Wengang Zhou, Houqiang Li

HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton

Wencan Cheng, Jae Hyun Park, Jong Hwan Ko

End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation

Byeong-Ju Han, Kuhyeun Ko, Jae-Young Sim

Aligning Latent and Image Spaces To Connect the Unconnectable

Ivan Skorokhodov, Grigorii Sotnikov, Mohamed Elhoseiny

SketchLattice: Latticed Representation for Sketch Manipulation

Yonggang Qi, Guoyao Su, Pinaki Nath Chowdhury, Mingkang Li, Yi-Zhe Song

Multiview Pseudo-Labeling for Semi-Supervised Learning From Video

Bo Xiong, haoqi fan, Kristen Grauman, Christoph Feichtenhofer

DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection

Limeng Qiao, Yuxuan Zhao, Zhiyuan Li, Xi Qiu, Jianan Wu

3DIAS: 3D Shape Reconstruction With Implicit Algebraic Surfaces

Mohsen Yavartanoo, Jaeyoung Chung, Reyhaneh Neshatavar, Kyoung Mu Lee

Crossover Learning for Fast Online Video Instance Segmentation

Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Chen Fang

Holistic Pose Graph: Modeling Geometric Structure Among Objects in a Scene Using Graph Inference for 3D Object Prediction

Jiwei Xiao, Ruiping Wang, Xilin Chen

Learning To Discover Reflection Symmetry via Polar Matching Convolution

Ahyun Seo, Woohyeon Shim, Minsu Cho

TrivialAugment: Tuning-Free Yet State-of-the-Art Data Augmentation

Samuel G. Müller, Frank Hutter

High Quality Disparity Remapping With Two-Stage Warping

Bing Li, Chia-Wen Lin, Cheng Zheng, Shan Liu, Junsong Yuan

Removing the Bias of Integral Pose Regression

Kerui Gu, Linlin Yang, Angela Yao

Spatio-Temporal Dynamic Inference Network for Group Activity Recognition

Hangjie Yuan, Dong Ni, Mang Wang

Boosting Monocular Depth Estimation With Lightweight 3D Point Fusion

Lam Huynh, Phong Nguyen, Jiri Matas, Esa Rahtu, Janne Heikkila

Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis

Nikhil Singh, Jeff Mentch, Jerry Ng, Matthew Beveridge, Iddo Drori

Human Pose Regression With Residual Log-Likelihood Estimation

Jiefeng Li, Siyuan Bian, Ailing Zeng, Can Wang, Bo Pang

Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature

Nayoung Kim, Seong Jong Ha, Je-Won Kang

Image Harmonization With Transformer

Zonghui Guo, Dongsheng Guo, Haiyong Zheng, Zhaorui Gu, Bing Zheng

H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction

Eduard Ramon, Gil Triginer, Janna Escur, Albert Pumarola, Jaime Garcia

Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering

Corentin Dancette, Remi Cadene, Damien Teney, Matthieu Cord

PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation

Qiqi Gu, Qianyu Zhou, Minghao Xu, Zhengyang Feng, Guangliang Cheng

Monocular, One-Stage, Regression of Multiple 3D People

Yu Sun, Qian Bao, Wu Liu, Yili Fu, Michael J. Black

Inference of Black Hole Fluid-Dynamics From Sparse Interferometric Measurements

Aviad Levis, Daeyoung Lee, Joel A. Tropp, Charles F. Gammie, Katherine L. Bouman

R-SLAM: Optimizing Eye Tracking From Rolling Shutter Video of the Retina

Jay Shenoy, James Fong, Jeffrey Tan, Austin Roorda, Ren Ng

Reliably Fast Adversarial Training via Latent Adversarial Perturbation

Geon Yeong Park, Sang Wan Lee

GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion

Cheng Chi, Shuran Song

Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation

Hui Zhang, Henghui Ding

Egocentric Pose Estimation From Human Vision Span

Hao Jiang, Vamsi Krishna Ithapu

WaveFill: A Wavelet-Based Generation Network for Image Inpainting

Yingchen Yu, Fangneng Zhan, Shijian Lu, Jianxiong Pan, Feiying Ma

ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation

Kai Li, Chang Liu, Handong Zhao, Yulun Zhang, Yun Fu

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation

Hao Tang, Xingwei Liu, Shanlin Sun, Xiangyi Yan, Xiaohui Xie

Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS

Hui Miao, Feixiang Lu, Zongdai Liu, Liangjun Zhang, Dinesh Manocha

MGSampler: An Explainable Sampling Strategy for Video Action Recognition

Yuan Zhi, Zhan Tong, Limin Wang, Gangshan Wu

Revealing the Reciprocal Relations Between Self-Supervised Stereo and Monocular Depth Estimation

Zhi Chen, Xiaoqing Ye, Wei Yang, Zhenbo Xu, Xiao Tan

AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-Directional Metric Learning

Hong Wang, Yuefan Deng, Shinjae Yoo, Haibin Ling, Yuewei Lin

Lightweight Multi-Person Total Motion Capture Using Sparse Multi-View Cameras

Yuxiang Zhang, Zhe Li, Liang An, Mengcheng Li, Tao Yu

Conformer: Local Features Coupling Global Representations for Visual Recognition

Zhiliang Peng, Wei Huang, Shanzhi Gu, Lingxi Xie, Yaowei Wang

Video-Based Person Re-Identification With Spatial and Temporal Memory Networks

Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham

Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks

Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi

Vector Neurons: A General Framework for SO(3)-Equivariant Networks

Congyue Deng, Or Litany, Yueqi Duan, Adrien Poulenard, Andrea Tagliasacchi

Towards Discovery and Attribution of Open-World GAN Generated Images

Sharath Girish, Saksham Suri, Sai Saketh Rambhatla, Abhinav Shrivastava

GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning

Haipeng Li, Kunming Luo, Shuaicheng Liu

From Continuity to Editability: Inverting GANs With Consecutive Images

Yangyang Xu, Yong Du, Wenpeng Xiao, Xuemiao Xu, Shengfeng He

RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection

Yongming Rao, Benlin Liu, Yi Wei, Jiwen Lu, Cho-jui Hsieh

NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models

Hang Xu, Ning Kang, Gengwei Zhang, Chuanlong Xie, Xiaodan Liang

Dual-Camera Super-Resolution With Aligned Attention Modules

Tengfei Wang, Jiaxin Xie, Wenxiu Sun, Qiong Yan, Qifeng Chen

Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization

Weihan Chen, Peisong Wang, Jian Cheng

Click To Move: Controlling Video Generation With Sparse Motion

Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière

DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes

Dongki Jung, Jaehoon Choi, Yonghan Lee, Deokhwa Kim, Changick Kim

LIRA: Learnable, Imperceptible and Robust Backdoor Attacks

Khoa Doan, Yingjie Lao, Weijie Zhao, Ping Li

Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval

Max Bain, Arsha Nagrani, Gül Varol, Andrew Zisserman

Unsupervised Depth Completion With Calibrated Backprojection Layers

Alex Wong, Stefano Soatto

A Confidence-Based Iterative Solver of Depths and Surface Normals for Deep Multi-View Stereo

Wang Zhao, Shaohui Liu, Yi Wei, Hengkai Guo, Yong-jin Liu

Self-Supervised Video Representation Learning With Meta-Contrastive Network

Yuanze Lin, Xun Guo, Yan Lu

Confidence Calibration for Domain Generalization Under Covariate Shift

Yunye Gong, Xiao Lin, Yi Yao, Thomas G. Dietterich, Ajay Divakaran

Reconcile Prediction Consistency for Balanced Object Detection

Keyang Wang, Lei Zhang

FashionMirror: Co-Attention Feature-Remapping Virtual Try-On With Sequential Template Poses

Chieh-Yun Chen, Ling Lo, Pin-Jui Huang, Hong-Han Shuai, Wen-Huang Cheng

Hand-Object Contact Consistency Reasoning for Human Grasps Generation

Hanwen Jiang, Shaowei Liu, Jiashun Wang, Xiaolong Wang

Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation

Zhenbo Xu, Ajin Meng, Zhenbo Shi, Wei Yang, Zhi Chen

STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement

Zhaoyang Zhang, Yitong Jiang, Jun Jiang, Xiaogang Wang, Ping Luo

Real-Time Image Enhancer via Learnable Spatial-Aware 3D Lookup Tables

Tao Wang, Yong Li, Jingyang Peng, Yipeng Ma, Xian Wang

Generic Attention-Model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers

Hila Chefer, Shir Gur, Lior Wolf

Infinite Nature: Perpetual View Generation of Natural Scenes From a Single Image

Andrew Liu, Richard Tucker, Varun Jampani, Ameesh Makadia, Noah Snavely

CodeNeRF: Disentangled Neural Radiance Fields for Object Categories

Wonbong Jang, Lourdes Agapito

WarpedGANSpace: Finding Non-Linear RBF Paths in GAN Latent Space

Christos Tzelepis, Georgios Tzimiropoulos, Ioannis Patras

RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation

Jianyun Xu, Ruixiang ZHANG, Jian Dou, Yushi Zhu, Jie Sun

Local Temperature Scaling for Probability Calibration

Zhipeng Ding, Xu Han, Peirong Liu, Marc Niethammer

ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning

Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel

Admix: Enhancing the Transferability of Adversarial Attacks

Xiaosen Wang, Xuanran He, Jingdong Wang, Kun He

NeuSpike-Net: High Speed Video Reconstruction via Bio-Inspired Neuromorphic Cameras

Lin Zhu, Jianing Li, Xiao Wang, Tiejun Huang, Yonghong Tian

Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning

Adrian Spurr, Aneesh Dahiya, Xi Wang, Xucong Zhang, Otmar Hilliges

GraphFPN: Graph Feature Pyramid Network for Object Detection

Gangming Zhao, Weifeng Ge, Yizhou Yu

High-Performance Discriminative Tracking With Transformers

Bin Yu, Ming Tang, Linyu Zheng, Guibo Zhu, Jinqiao Wang

InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images

Anoop Cherian, Gonçalo Dias Pais, Siddarth Jain, Tim K. Marks, Alan Sullivan

Hierarchical Disentangled Representation Learning for Outdoor Illumination Estimation and Editing

Piaopiao Yu, Jie Guo, Fan Huang, Cheng Zhou, Hongwei Che

Refining Action Segmentation With Hierarchical Video Representations

Hyemin Ahn, Dongheui Lee

Do Image Classifiers Generalize Across Time?

Vaishaal Shankar, Achal Dave, Rebecca Roelofs, Deva Ramanan, Benjamin Recht

KiloNeRF: Speeding Up Neural Radiance Fields With Thousands of Tiny MLPs

Christian Reiser, Songyou Peng, Yiyi Liao, Andreas Geiger

Camera Distortion-Aware 3D Human Pose Estimation in Video With Optimization-Based Meta-Learning

Hanbyel Cho, Yooshin Cho, Jaemyung Yu, Junmo Kim

SynFace: Face Recognition With Synthetic Data

Haibo Qiu, Baosheng Yu, Dihong Gong, Zhifeng Li, Wei Liu

On Generating Transferable Targeted Perturbations

Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

TransferI2I: Transfer Learning for Image-to-Image Translation From Small Datasets

yaxing wang, Héctor Laria, Joost van de Weijer, Laura Lopez-Fuentes, Bogdan Raducanu

Residual Attention: A Simple but Effective Method for Multi-Label Recognition

Ke Zhu, Jianxin Wu

H2O: Two Hands Manipulating Objects for First Person Interaction Recognition

Taein Kwon, Bugra Tekin, Jan Stühmer, Federica Bogo, Marc Pollefeys

BossNAS: Exploring Hybrid CNN-Transformers With Block-Wisely Self-Supervised Neural Architecture Search

Changlin Li, Tao Tang, Guangrun Wang, jiefeng peng, Bing Wang

Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling

Tomas Vojir, Tomáš Šipka, Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino

Learning Frequency-Aware Dynamic Network for Efficient Super-Resolution

Wenbin Xie, Dehua Song, Chang Xu, Chunjing XU, Hui Zhang

Scene Context-Aware Salient Object Detection

Avishek Siris, Jianbo Jiao, Gary K.L. Tam, Xianghua Xie, Rynson W.H. Lau

Big Self-Supervised Models Advance Medical Image Classification

Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg

Just One Moment: Structural Vulnerability of Deep Action Recognition Against One Frame Attack

Jaehui Hwang, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee

When Do GANs Replicate? On the Choice of Dataset Size

Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz, Aleix M. Martinez

Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds

Mohammad Mostafavi, Kuk-Jin Yoon, Jonghyun Choi

Towards Discriminative Representation Learning for Unsupervised Person Re-Identification

Takashi Isobe, Dong Li, Lu Tian, Weihua Chen, Yi Shan

Cross-Encoder for Unsupervised Gaze Representation Learning

Yunjia Sun, Jiabei Zeng, Shiguang Shan, Xilin Chen

SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video

Prasan Shedligeri, Florian Schiffers, Sushobhan Ghosh, Oliver Cossairt, Kaushik Mitra

Re-Aging GAN: Toward Personalized Face Age Transformation

Farkhod Makhmudkhujaev, Sungeun Hong, In Kyu Park

Estimating Egocentric 3D Human Pose in Global Space

Jian Wang, Lingjie Liu, Weipeng Xu, Kripasindhu Sarkar, Christian Theobalt

Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification

Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao