ICCV 2021

1,612 papers

Overfitting the Data: Compact Neural Video Delivery via Content-Aware Feature Modulation

Jiaming Liu, Ming Lu, Kaixin Chen, Xiaoqi Li, Shizun Wang

ZFlow: Gated Appearance Flow-Based Virtual Try-On With 3D Priors

Ayush Chopra, Rishabh Jain, Mayur Hemani, Balaji Krishnamurthy

Generative Layout Modeling Using Constraint Graphs

Wamiq Para, Paul Guerrero, Tom Kelly, Leonidas J. Guibas, Peter Wonka

Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions

Shuang Li, Yilun Du, Antonio Torralba, Josef Sivic, Bryan Russell

MT-ORL: Multi-Task Occlusion Relationship Learning

Panhe Feng, Qi She, LEI ZHU, Jiaxin Li, Lin Zhang

Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation

Mingfei Cheng, Kaili Zhao, Xuhong Guo, Yajing Xu, Jun Guo

Parallel Multi-Resolution Fusion Network for Image Inpainting

Wentao Wang, Jianfu Zhang, Li Niu, Haoyu Ling, Xue Yang

Attack-Guided Perceptual Data Generation for Real-World Re-Identification

Yukun Huang, Xueyang Fu, Zheng-Jun Zha

Painting From Part

Dongsheng Guo, Haoru Zhao, Yunhao Cheng, Haiyong Zheng, Zhaorui Gu

Adaptive Adversarial Network for Source-Free Domain Adaptation

Haifeng Xia, Handong Zhao, Zhengming Ding

Detection and Continual Learning of Novel Face Presentation Attacks

Mohammad Rostami, Leonidas Spinoulas, Mohamed Hussein, Joe Mathai, Wael Abd-Almageed

The Functional Correspondence Problem

Zihang Lai, Senthil Purushwalkam, Abhinav Gupta

Direct Differentiable Augmentation Search

Aoming Liu, Zehao Huang, Zhiwu Huang, Naiyan Wang

Extreme-Quality Computational Imaging via Degradation Framework

shiqi chen, Huajun Feng, Keming Gao, Zhihai Xu, Yueting Chen

SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation

Qiangeng Xu, Yin Zhou, Weiyue Wang, Charles R. Qi, Dragomir Anguelov

Bringing Events Into Video Deblurring With Non-Consecutively Blurry Frames

Wei Shang, Dongwei Ren, Dongqing Zou, Jimmy S. Ren, Ping Luo

MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection

Cheng Zhang, Tai-Yu Pan, Yandong Li, Hexiang Hu, Dong Xuan

Learning To Bundle-Adjust: A Graph Network Approach to Faster Optimization of Bundle Adjustment for Vehicular SLAM

Tetsuya Tanaka, Yukihiro Sasagawa, Takayuki Okatani

Multimodal Knowledge Expansion

Zihui Xue, Sucheng Ren, Zhengqi Gao, Hang Zhao

Neural Strokes: Stylized Line Drawing of 3D Shapes

Difan Liu, Matthew Fisher, Aaron Hertzmann, Evangelos Kalogerakis

GRF: Learning a General Radiance Field for 3D Representation and Rendering

Alex Trevithick, Bo Yang

From Two to One: A New Scene Text Recognizer With Visual Language Modeling Network

Yuxin Wang, Hongtao Xie, Shancheng Fang, Jing Wang, Shenggao Zhu

GDP: Stabilized Neural Network Pruning via Gates With Differentiable Polarization

Yi Guo, Huan Yuan, Jianchao Tan, Zhangyang Wang, Sen Yang

Human Detection and Segmentation via Multi-View Consensus

Isinsu Katircioglu, Helge Rhodin, Jörg Spörri, Mathieu Salzmann, Pascal Fua

Inverting a Rolling Shutter Camera: Bring Rolling Shutter Images to High Framerate Global Shutter Video

Bin Fan, Yuchao Dai

Probabilistic Monocular 3D Human Pose Estimation With Normalizing Flows

Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt

Video Matting via Consistency-Regularized Graph Neural Networks

Tiantian Wang, Sifei Liu, Yapeng Tian, Kai Li, Ming-Hsuan Yang

Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection

Shi-Xue Zhang, Xiaobin Zhu, Chun Yang, Hongfa Wang, Xu-Cheng Yin

PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition

Prithviraj Dhar, Joshua Gleason, Aniket Roy, Carlos D. Castillo, Rama Chellappa

AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer

Songhua Liu, Tianwei Lin, Dongliang He, Fu Li, Meiling Wang

An Elastica Geodesic Approach With Convexity Shape Prior

Da Chen, Laurent D. Cohen, Jean-Marie Mirebeau, Xue-Cheng Tai

On the Limits of Pseudo Ground Truth in Visual Camera Re-Localisation

Eric Brachmann, Martin Humenberger, Carsten Rother, Torsten Sattler

Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection?

Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci

Track Without Appearance: Learn Box and Tracklet Embedding With Local and Global Motion Patterns for Vehicle Tracking

Gaoang Wang, Renshu Gu, Zuozhu Liu, Weijie Hu, Mingli Song

RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth

Mengyang Pu, Yaping Huang, Qingji Guan, Haibin Ling

Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search

Haechan Noh, Taeho Kim, Jae-Pil Heo

Learning High-Fidelity Face Texture Completion Without Complete Face Texture

Jongyoo Kim, Jiaolong Yang, Xin Tong

PR-GCN: A Deep Graph Convolutional Network With Point Refinement for 6D Pose Estimation

Guangyuan Zhou, Huiqun Wang, JIAXIN CHEN, Di Huang

Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding

Yanfu Zhang, Lei Luo, Wenhan Xian, Heng Huang

Lucas-Kanade Reloaded: End-to-End Super-Resolution From Raw Image Bursts

Bruno Lecouat, Jean Ponce, Julien Mairal

3D Local Convolutional Neural Networks for Gait Recognition

Zhen Huang, Dixiu Xue, Xu Shen, Xinmei Tian, Houqiang Li

Benchmarking Ultra-High-Definition Image Super-Resolution

Kaihao Zhang, DONGXU LI, Wenhan Luo, Wenqi Ren, Bjorn Stenger

Meta-Attack: Class-Agnostic and Model-Agnostic Physical Adversarial Attack

Weiwei Feng, Baoyuan Wu, Tianzhu Zhang, Yong Zhang, Yongdong Zhang

StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery

Or Patashnik, Zongze Wu, Eli Shechtman, Daniel Cohen-or, Dani Lischinski

Generative Compositional Augmentations for Scene Graph Prediction

Boris Knyazev, Harm de Vries, Cătălina Cangea, Graham W. Taylor, Aaron Courville

ViViT: A Video Vision Transformer

Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lucic

Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning

James Smith, Yen-Chang Hsu, Jonathan Balloch, Yilin Shen, Hongxia Jin

Deep Reparametrization of Multi-Frame Super-Resolution and Denoising

Goutam Bhat, Martin Danelljan, Fisher Yu, Luc Van Gool, Radu Timofte

Contrastive Multimodal Fusion With TupleInfoNCE

Yunze Liu, Qingnan Fan, Shanghang Zhang, Hao Dong, Thomas Funkhouser

Augmented Lagrangian Adversarial Attacks

Jérôme Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed

Video Object Segmentation With Dynamic Memory Networks and Adaptive Object Alignment

Shuxian Liang, Xu Shen, Jianqiang Huang, Xian-Sheng Hua

DecentLaM: Decentralized Momentum SGD for Large-Batch Deep Training

Kun Yuan, Yiming Chen, Xinmeng Huang, Yingya Zhang, PAN PAN

Virtual Light Transport Matrices for Non-Line-of-Sight Imaging

Julio Marco, Adrian Jarabo, Ji Hyun Nam, Xiaochun Liu, Miguel Ángel Cosculluela

Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition

Ming Lin, Pichao WANG, Zhenhong Sun, Hesen Chen, Xiuyu Sun

End-to-End Semi-Supervised Object Detection With Soft Teacher

Mengde Xu, Zheng Zhang, Han Hu, Jianfeng Wang, Lijuan Wang

CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization

Junnan Li, Caiming Xiong, Steven C.H. Hoi

COTR: Correspondence Transformer for Matching Across Images

Wei Jiang, Eduard Trulls, Jan Hosang, Andrea Tagliasacchi, Kwang Moo Yi

Pseudo-Mask Matters in Weakly-Supervised Semantic Segmentation

Yi Li, Zhanghui Kuang, Liyang Liu, Yimin Chen, Wayne Zhang

Context-Sensitive Temporal Feature Learning for Gait Recognition

Xiaohu Huang, Duowang Zhu, Hao Wang, Xinggang Wang, Bo Yang

CvT: Introducing Convolutions to Vision Transformers

Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai

Testing Using Privileged Information by Adapting Features With Statistical Dependence

Kwang In Kim, James Tompkin

Global Pooling, More Than Meets the Eye: Position Information Is Encoded Channel-Wise in CNNs

Md Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

Editing Conditional Radiance Fields

Steven Liu, Xiuming Zhang, Zhoutong Zhang, Richard Zhang, Jun-Yan Zhu

Learning To Generate Scene Graph From Natural Language Supervision

Yiwu Zhong, Jing Shi, Jianwei Yang, Chenliang Xu, Yin Li

Object Tracking by Jointly Exploiting Frame and Event Domain

Jiqing Zhang, Xin Yang, Yingkai Fu, Xiaopeng Wei, Baocai Yin

Vision-Language Navigation With Random Environmental Mixup

Chong Liu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang, Zongyuan Ge

Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images

Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Hung Tran

Focal Frequency Loss for Image Reconstruction and Synthesis

Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy

Learning To Know Where To See: A Visibility-Aware Approach for Occluded Person Re-Identification

Jinrui Yang, Jiawei Zhang, Fufu Yu, XINYANG JIANG, Mengdan Zhang

Spatio-Temporal Self-Supervised Representation Learning for 3D Point Clouds

Siyuan Huang, Yichen Xie, Song-chun Zhu, Yixin Zhu

RetrievalFuse: Neural 3D Scene Reconstruction With a Database

Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner

SCOUTER: Slot Attention-Based Classifier for Explainable Image Recognition

Liangzhi Li, Bowen Wang, Manisha Verma, Yuta Nakashima, Ryo Kawasaki

Semantically Coherent Out-of-Distribution Detection

Jingkang Yang, Haoqi Wang, Litong Feng, Xiaopeng Yan, Huabin Zheng

Vision-Language Transformer and Query Generation for Referring Segmentation

Henghui Ding, Chang Liu, Suchen Wang, Xudong Jiang

ARCH++: Animation-Ready Clothed Human Reconstruction Revisited

Tong He, Yuanlu Xu, Shunsuke Saito, Stefano Soatto, Tony Tung

ELLIPSDF: Joint Object Pose and Shape Optimization With a Bi-Level Ellipsoid and Signed Distance Function Description

Mo Shan, Qiaojun Feng, You-Yi Jau, Nikolay Atanasov

Point-Set Distances for Learning Representations of 3D Point Clouds

Trung Nguyen, Quang-Hieu Pham, Tam Le, Tung Pham, nhật Hồ

A New Journey From SDRTV to HDRTV

Xiangyu Chen, Zhengwen Zhang, Jimmy S. Ren, Lynhoo Tian, Yu Qiao

Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching

Jian Gao, Jin Liu, Shunping Ji

Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation

Rawal Khirodkar, Visesh Chari, Amit Agrawal, Ambrish Tyagi

Rethinking Coarse-To-Fine Approach in Single Image Deblurring

Sung-Jin Cho, Seo-Won Ji, Jun-Pyo Hong, Seung-Won Jung, Sung-jea Ko

MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction

Patrick Dendorfer, Sven Elflein, Laura Leal-Taixé

Structured Outdoor Architecture Reconstruction by Exploration and Classification

Fuyang Zhang, Xiang Xu, Nelson Nauata, Yasutaka Furukawa

DeePSD: Automatic Deep Skinning and Pose Space Deformation for 3D Garment Animation

Hugo Bertiche, Meysam Madadi, Emilio Tylson, Sergio Escalera

Variable-Rate Deep Image Compression Through Spatially-Adaptive Feature Transform

Myungseo Song, Jinyoung Choi, Bohyung Han

Procedure Planning in Instructional Videos via Contextual Modeling and Model-Based Policy Learning

Jing Bi, Jiebo Luo, Chenliang Xu

HighlightMe: Detecting Highlights From Human-Centric Videos

Uttaran Bhattacharya, Gang Wu, Stefano Petrangeli, Viswanathan Swaminathan, Dinesh Manocha

Robust Object Detection via Instance-Level Temporal Cycle Confusion

Xin Wang, Thomas E. Huang, Benlin Liu, Fisher Yu, Xiaolong Wang

Learning Unsupervised Metaformer for Anomaly Detection

Jhih-Ciang Wu, Ding-Jie Chen, Chiou-shann Fuh, Tyng-luh Liu

Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains

Soumava Paul, Titir Dutta, Soma Biswas

E-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks

Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do

Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution

Xiu Li, Jinli Suo, Weihang Zhang, Xin Yuan, Qionghai Dai

Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs

Helisa Dhamo, Fabian Manhardt, Nassir Navab, Federico Tombari

CrossDet: Crossline Representation for Object Detection

Heqian Qiu, Hongliang Li, Qingbo Wu, Jianhua Cui, Zichen Song

Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis

Ajay Jain, Matthew Tancik, Pieter Abbeel

Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation

Shu Yang, Lu Zhang, Jinqing Qi, Huchuan Lu, Shuo Wang

Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation

Yi Zhu, Yue Weng, Fengda Zhu, Xiaodan Liang, Qixiang Ye

Point Transformer

Hengshuang Zhao, Li Jiang, Jiaya Jia, Philip H.S. Torr, Vladlen Koltun

ReDAL: Region-Based and Diversity-Aware Active Learning for Point Cloud Semantic Segmentation

Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su

Matching in the Dark: A Dataset for Matching Image Pairs of Low-Light Scenes

Wenzheng Song, Masanori Suganuma, Xing Liu, Noriyuki Shimobayashi, Daisuke Maruta