ICCV 2021

1,612 papers

Paint Transformer: Feed Forward Neural Painting With Stroke Prediction

Songhua Liu, Tianwei Lin, Dongliang He, Fu Li, Ruifeng Deng

Salient Object Ranking With Position-Preserved Attention

Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li

Learning a Single Network for Scale-Arbitrary Super-Resolution

Longguang Wang, Yingqian Wang, Zaiping Lin, Jungang Yang, Wei An

MeshTalk: 3D Face Animation From Speech Using Cross-Modality Disentanglement

Alexander Richard, Michael Zollhöfer, Yandong Wen, Fernando De la Torre, Yaser Sheikh

Scaling-Up Disentanglement for Image Translation

Aviv Gabbay, Yedid Hoshen

Geometry-Free View Synthesis: Transformers and No 3D Priors

Robin Rombach, Patrick Esser, Bjorn Ommer

Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice

Erik Jenner, Enrique Fita Sanmartin, Fred A. Hamprecht

DECA: Deep Viewpoint-Equivariant Human Pose Estimation Using Capsule Autoencoders

Nicola Garau, Niccolo Bisagno, Piotr Bródka, Nicola Conci

Latent Transformations via NeuralODEs for GAN-Based Image Editing

Valentin Khrulkov, Leyla Mirvakhabova, Ivan Oseledets, Artem Babenko

Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning

Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot

Out-of-Core Surface Reconstruction via Global TGV Minimization

Nikolai Poliarnyi

Contrast and Order Representations for Video Self-Supervised Learning

Kai Hu, Jie Shao, Yuan Liu, Bhiksha Raj, Marios Savvides

Joint Inductive and Transductive Learning for Video Object Segmentation

Yunyao Mao, Ning Wang, Wengang Zhou, Houqiang Li

Normalization Matters in Weakly Supervised Object Localization

Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak

Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better

Bojia Zi, Shihao Zhao, Xingjun Ma, Yu-Gang Jiang

Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather

Martin Hahner, Christos Sakaridis, Dengxin Dai, Luc Van Gool

End-to-End Detection and Pose Estimation of Two Interacting Hands

Dong Uk Kim, Kwang In Kim, Seungryul Baek

G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-Guided Feature Imitation

Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li

Spatially Conditioned Graphs for Detecting Human-Object Interactions

Frederic Z. Zhang, Dylan Campbell, Stephen Gould

R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating

Zhongkai Zhou, Xinnan Fan, Pengfei Shi, Yuanxue Xin

Vi2CLR: Video and Image for Visual Contrastive Learning of Representation

Ali Diba, Vivek Sharma, Reza Safdari, Dariush Lotfi, Saquib Sarfraz

Assignment-Space-Based Multi-Object Tracking and Segmentation

Anwesa Choudhuri, Girish Chowdhary, Alexander G. Schwing

Neural Radiance Flow for 4D View Synthesis and Video Processing

Yilun Du, Yinan Zhang, Hong-Xing Yu, Joshua B. Tenenbaum, Jiajun Wu

iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis

Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Bjorn Ommer

Minimal Solutions for Panoramic Stitching Given Gravity Prior

Yaqing Ding, Daniel Barath, Zuzana Kukelova

Sketch Your Own GAN

Sheng-Yu Wang, David Bau, Jun-Yan Zhu

Zero-Shot Day-Night Domain Adaptation With a Physics Prior

Attila Lengyel, Sourav Garg, Michael Milford, Jan C. van Gemert

Differentiable Convolution Search for Point Cloud Processing

Xing Nie, Yongcheng Liu, Shaohong Chen, Jianlong Chang, Chunlei Huo

Meta Gradient Adversarial Attack

Zheng Yuan, Jie Zhang, Yunpei Jia, Chuanqi Tan, Tao Xue

Exploring Classification Equilibrium in Long-Tailed Object Detection

Chengjian Feng, Yujie Zhong, Weilin Huang

Feature Importance-Aware Transferable Adversarial Attacks

Zhibo Wang, Hengchang Guo, Zhifei Zhang, Wenxin Liu, Zhan Qin

Self-Supervised 3D Skeleton Action Representation Learning With Motion Consistency and Continuity

Yukun Su, Guosheng Lin, Qingyao Wu

Learning From Noisy Data With Robust Representation Learning

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

GP-S3Net: Graph-Based Panoptic Sparse Semantic Segmentation Network

Ryan Razani, Ran Cheng, Enxu Li, Ehsan Taghavi, Yuan Ren

Self-Supervised Real-to-Sim Scene Generation

Aayush Prakash, Shoubhik Debnath, Jean-Francois Lafleche, Eric Cameracci, Gavriel State

Image Retrieval on Real-Life Images With Pre-Trained Vision-and-Language Models

Zheyuan Liu, Cristian Rodriguez-Opazo, Damien Teney, Stephen Gould

Region-Aware Contrastive Learning for Semantic Segmentation

Hanzhe Hu, Jinshi Cui, Liwei Wang

Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments

Difei Gao, Ruiping Wang, Ziyi Bai, Xilin Chen

Stacked Homography Transformations for Multi-View Pedestrian Detection

Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li

Morphable Detector for Object Detection on Demand

Xiangyun Zhao, Xu Zou, Ying Wu

Learning To Stylize Novel Views

Hsin-Ping Huang, Hung-Yu Tseng, Saurabh Saini, Maneesh Singh, Ming-Hsuan Yang

Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition

Jian Jia, Xiaotang Chen, Kaiqi Huang

Graph Constrained Data Representation Learning for Human Motion Segmentation

Mariella Dimiccoli, Lluís Garrido, Guillem Rodriguez-Corominas, Herwig Wendt

Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform

Zhiyuan Mao, Nicholas Chimitt, Stanley H. Chan

Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image

Zunlei Feng, Zhonghua Wang, Xinchao Wang, Yining Mao, Thomas Li

Instance-Level Image Retrieval Using Reranking Transformers

Fuwen Tan, Jiangbo Yuan, Vicente Ordonez

OadTR: Online Action Detection With Transformers

Xiang Wang, Shiwei Zhang, Zhiwu Qing, Yuanjie Shao, Zhengrong Zuo

THUNDR: Transformer-Based 3D Human Reconstruction With Markers

Mihai Zanfir, Andrei Zanfir, Eduard Gabriel Bazavan, William T. Freeman, Rahul Sukthankar

Voxel-Based Network for Shape Completion by Leveraging Edge Generation

Xiaogang Wang, Marcelo H Ang, Gim Hee Lee

Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration

Haobo Jiang, Yaqi Shen, Jin Xie, Jun Li, Jianjun Qian

Support-Set Based Cross-Supervision for Video Grounding

Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li

The Road To Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation

Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel

Group-Aware Contrastive Regression for Action Quality Assessment

Xumin Yu, Yongming Rao, Wenliang Zhao, Jiwen Lu, Jie Zhou

Self-Supervised Neural Networks for Spectral Snapshot Compressive Imaging

Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan

An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation

Rongchang Xie, CHUNYU WANG, Wenjun Zeng, Yizhou Wang

ISD: Self-Supervised Learning by Iterative Similarity Distillation

Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai, Paolo Favaro, Hamed Pirsiavash

LSG-CPD: Coherent Point Drift With Local Surface Geometry for Point Cloud Registration

Weixiao Liu, Hongtao Wu, Gregory S. Chirikjian

Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis

Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai

Feature Interactive Representation for Point Cloud Registration

Bingli Wu, Jie Ma, Gaojie Chen, Pei An

StructDepth: Leveraging the Structural Regularities for Self-Supervised Indoor Depth Estimation

Boying Li, Yuan Huang, Zeyu Liu, Danping Zou, Wenxian Yu

Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation

Jiabo Huang, Yang Liu, Shaogang Gong, Hailin Jin

S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation

Harsh Rangwani, Arihant Jain, Sumukh K Aithal, R. Venkatesh Babu

Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models

Linjie Li, Jie Lei, Zhe Gan, Jingjing Liu

Temporal Cue Guided Video Highlight Detection With Low-Rank Audio-Visual Fusion

Qinghao Ye, Xiyue Shen, Yuan Gao, Zirui Wang, Qi Bi

T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning

Zhen Zhong, Guobao Xiao, Linxin Zheng, Yan Lu, Jiayi Ma

Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation

Xin Hao, Sanyuan Zhao, Mang Ye, Jianbing Shen

Generalize Then Adapt: Source-Free Domain Adaptive Semantic Segmentation

Jogendra Nath Kundu, Akshay Kulkarni, Amit Singh, Varun Jampani, R. Venkatesh Babu

P2-Net: Joint Description and Detection of Local Features for Pixel and Point Matching

Bing Wang, Changhao Chen, Zhaopeng Cui, Jie Qin, Chris Xiaoxuan Lu

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting

Xiaohan Ding, Tianxiang Hao, Jianchao Tan, Ji Liu, Jungong Han

Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks

Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-fu Chang

Bayesian Deep Basis Fitting for Depth Completion With Uncertainty

Chao Qu, Wenxin Liu, Camillo J. Taylor

TempNet: Online Semantic Segmentation on Large-Scale Point Cloud Series

Yunsong Zhou, Hongzi Zhu, Chunqin Li, Tiankai Cui, Shan Chang

A Broad Study on the Transferability of Visual Representations With Contrastive Learning

Ashraful Islam, Chun-Fu (Richard) Chen, Rameswar Panda, Leonid Karlinsky, Richard Radke

Bridging the Gap Between Label- and Reference-Based Synthesis in Multi-Attribute Image-to-Image Translation

Qiusheng Huang, Zhilin Zheng, Xueqi Hu, Li Sun, Qingli Li

Long-Term Temporally Consistent Unpaired Video Translation From Simulated Surgical 3D Data

Dominik Rivoir, Micha Pfeiffer, Reuben Docea, Fiona Kolbinger, Carina Riediger

Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection

Markos Diomataris, Nikolaos Gkanatsios, Vassilis Pitsikalis, Petros Maragos

Online Refinement of Low-Level Feature Based Activation Map for Weakly Supervised Object Localization

Jinheng Xie, Cheng Luo, Xiangping Zhu, Ziqi Jin, Weizeng Lu

ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators

Qixing Huang, Xiangru Huang, Bo Sun, Zaiwei Zhang, Junfeng Jiang

Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift

jiefeng peng, Jiqi Zhang, Changlin Li, Guangrun Wang, Xiaodan Liang

Densely Guided Knowledge Distillation Using Multiple Teacher Assistants

Wonchul Son, Jaemin Na, JunYong Choi, Wonjun Hwang

RDI-Net: Relational Dynamic Inference Networks

Huanyu Wang, Songyuan Li, Shihao Su, Zequn Qin, Xi Li

Deep Transport Network for Unsupervised Video Object Segmentation

Kaihua Zhang, Zicheng Zhao, Dong Liu, Qingshan Liu, Bo Liu

Spatial-Temporal Transformer for Dynamic Scene Graph Generation

Yuren Cong, Wentong Liao, Hanno Ackermann, Bodo Rosenhahn, Michael Ying Yang

Attention-Based Multi-Reference Learning for Image Super-Resolution

Marco Pesavento, Marco Volino, Adrian Hilton

Selective Feature Compression for Efficient Activity Recognition Inference

Chunhui Liu, Xinyu Li, Hao Chen, Davide Modolo, Joseph Tighe

Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization

Wei Zhu, Haitian Zheng, Haofu Liao, Weijian Li, Jiebo Luo

Light Source Guided Single-Image Flare Removal From Unpaired Data

Xiaotian Qiao, Gerhard P. Hancke, Rynson W.H. Lau

DOLG: Single-Stage Image Retrieval With Deep Orthogonal Fusion of Local and Global Features

Min Yang, Dongliang He, Miao Fan, Baorong Shi, Xuetong Xue

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions

Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song

Bridging Unsupervised and Supervised Depth From Focus via All-in-Focus Supervision

Ning-Hsu Wang, REN WANG, Yu-Lun Liu, Yu-Hao Huang, Yu-Lin Chang

Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring

Omiros Pantazis, Gabriel J. Brostow, Kate E. Jones, Oisin Mac Aodha

Panoptic Segmentation of Satellite Image Time Series With Convolutional Temporal Attention Networks

Vivien Sainte Fare Garnot, Loic Landrieu

Score-Based Point Cloud Denoising

Shitong Luo, Wei Hu

Describing and Localizing Multiple Changes With Transformers

Yue Qiu, Shintaro Yamamoto, Kodai Nakashima, Ryota Suzuki, Kenji Iwata

Semantic Diversity Learning for Zero-Shot Multi-Label Classification

Avi Ben-Cohen, Nadav Zamir, Emanuel Ben-Baruch, Itamar Friedman, Lihi Zelnik-Manor

Exploiting Explanations for Model Inversion Attacks

Xuejun Zhao, Wencan Zhang, Xiaokui Xiao, Brian Lim

Composable Augmentation Encoding for Video Representation Learning

Chen Sun, Arsha Nagrani, Yonglong Tian, Cordelia Schmid

EventHands: Real-Time Neural 3D Hand Pose Estimation From an Event Stream

Viktor Rudnev, Vladislav Golyanik, Jiayi Wang, Hans-peter Seidel, Franziska Mueller

Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query

Guanyu Cai, Jun Zhang, XINYANG JIANG, Yifei Gong, Lianghua He

Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation

Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause