Skip to content
conftrace_

ICCV 2021

1,612 papers

Distilling Global and Local Logits With Densely Connected Relations

Youmin Kim, Jinbae Park, Younho Jang, Muhammad Ali, Tae-Hyun Oh

Conditional DETR for Fast Training Convergence

Depu Meng, Xiaokang Chen, Zejia Fan, Gang Zeng, Houqiang Li

TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild

Vida Adeli, Mahsa Ehsanpour, Ian Reid, Juan Carlos Niebles, Silvio Savarese

BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation

Yahao Liu, Jinhong Deng, Xinchen Gao, Wen Li, Lixin Duan

GroupFormer: Group Activity Recognition With Clustered Spatial-Temporal Transformer

Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu

Multispectral Illumination Estimation Using Deep Unrolling Network

Yuqi Li, Qiang Fu, Wolfgang Heidrich

Just a Few Points Are All You Need for Multi-View Stereo: A Novel Semi-Supervised Learning Method for Multi-View Stereo

Taekyung Kim, Jaehoon Choi, Seokeon Choi, Dongki Jung, Changick Kim

Robust Small Object Detection on the Water Surface Through Fusion of Camera and Millimeter Wave Radar

Yuwei Cheng, Hu Xu, Yimin Liu

Multiscale Vision Transformers

haoqi fan, Bo Xiong, Karttikeya Mangalam, Yanghao Li, Zhicheng Yan

BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation

Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Son Lam Phung, Chase Rainwater

Progressive Correspondence Pruning by Consensus Learning

Chen Zhao, Yixiao Ge, Feng Zhu, Rui Zhao, hongsheng Li

Contrastive Learning for Label Efficient Semantic Segmentation

Xiangyun Zhao, Raviteja Vemulapalli, Philip Andrew Mansfield, Boqing Gong, Bradley Green

FFT-OT: A Fast Algorithm for Optimal Transportation

Na Lei, Xianfeng Gu

Topic Scene Graph Generation by Attention Distillation From Caption

Wenbin Wang, Ruiping Wang, Xilin Chen

Robustness via Cross-Domain Ensembles

Teresa Yeo, Oğuzhan Fatih Kar, Amir Zamir

Deep Halftoning With Reversible Binary Pattern

Menghan Xia, Wenbo Hu, Xueting Liu, Tien-Tsin Wong

Zero-Shot Natural Language Video Localization

Jinwoo Nam, Daechul Ahn, Dongyeop Kang, Seong Jong Ha, Jonghyun Choi

On the Importance of Distractors for Few-Shot Classification

Rajshekhar Das, Yu-Xiong Wang, José M. F. Moura

DRIVE: Deep Reinforced Accident Anticipation With Visual Explanation

Wentao Bao, Qi Yu, Yu Kong

MFNet: Multi-Filter Directive Network for Weakly Supervised Salient Object Detection

Yongri Piao, Jian Wang, Miao Zhang, Huchuan Lu

Hand Image Understanding via Deep Multi-Task Learning

Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang

UltraPose: Synthesizing Dense Pose With 1 Billion Points by Human-Body Decoupling 3D Model

Haonan Yan, Jiaqi Chen, Xujie Zhang, Shengkai Zhang, Nianhong Jiao

Going Deeper With Image Transformers

Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Herve Jegou

Exploring Relational Context for Multi-Task Dense Prediction

David Brüggemann, Menelaos Kanakis, Anton Obukhov, Stamatios Georgoulis, Luc Van Gool

Gravity-Aware Monocular 3D Human-Object Reconstruction

Rishabh Dabral, Soshi Shimada, Arjun Jain, Christian Theobalt, Vladislav Golyanik

Dynamic Dual Gating Neural Networks

Fanrong Li, Gang Li, Xiangyu He, Jian Cheng

Video Self-Stitching Graph Network for Temporal Action Localization

Chen Zhao, Ali K. Thabet, Bernard Ghanem

Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition

Ayan Kumar Bhunia, Aneeshan Sain, Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury

TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images

Zimeng Zhao, Xi Zhao, Yangang Wang

Cloud Transformers: A Universal Approach to Point Cloud Processing Tasks

Kirill Mazur, Victor Lempitsky

Knowledge Mining and Transferring for Domain Adaptive Object Detection

Kun Tian, Chenghao Zhang, Ying Wang, SHIMING XIANG, Chunhong Pan

A General Recurrent Tracking Framework Without Real Data

Shuai Wang, Hao Sheng, Yang Zhang, Yubin Wu, Zhang Xiong

Mining Contextual Information Beyond Image for Semantic Segmentation

Zhenchao Jin, Tao Gong, Dongdong Yu, Qi Chu, Jian Wang

Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation

Yuxi Wang, Junran Peng, Zhaoxiang Zhang

Learning To Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data

Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar

OpenGAN: Open-Set Recognition via Open Data Generation

Shu Kong, Deva Ramanan

Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies

Sida Peng, Junting Dong, Qianqian Wang, Shangzhan Zhang, Qing Shuai

Learning To Drive From a World on Rails

Dian Chen, Vladlen Koltun, Philipp Krähenbühl

DeepGaze IIE: Calibrated Prediction in and Out-of-Domain for State-of-the-Art Saliency Modeling

Akis Linardos, Matthias Kümmerer, Ori Press, Matthias Bethge

Learning Indoor Inverse Rendering With 3D Spatially-Varying Lighting

Zian Wang, Jonah Philion, Sanja Fidler, Jan Kautz

Visformer: The Vision-Friendly Transformer

Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei

Re-Distributing Biased Pseudo Labels for Semi-Supervised Semantic Segmentation: A Baseline Investigation

Ruifei He, Jihan Yang, Xiaojuan Qi

Learning Action Completeness From Points for Weakly-Supervised Temporal Action Localization

Pilhyeon Lee, Hyeran Byun

Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence

Ronghan Chen, Yang Cong, Jiahua Dong

Adaptive Label Noise Cleaning With Meta-Supervision for Deep Face Recognition

Yaobin Zhang, Weihong Deng, Yaoyao Zhong, Jiani Hu, Xian Li

Weakly Supervised Temporal Anomaly Segmentation With Dynamic Time Warping

Dongha Lee, Sehun Yu, Hyunjun Ju, Hwanjo Yu

LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies

Dominic Roberts, Ara Danielyan, Hang Chu, Mani Golparvar-Fard, David Forsyth

Continual Neural Mapping: Learning an Implicit Scene Representation From Sequential Observations

Zike Yan, Yuxin Tian, Xuesong Shi, Ping Guo, Peng Wang

Crowd Counting With Partial Annotations in an Image

Yanyu Xu, Ziming Zhong, Dongze Lian, Jing Li, Zhengxin Li

Field of Junctions: Extracting Boundary Structure at Low SNR

Dor Verbin, Todd Zickler

The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization

Dan Hendrycks, Steven Basart, Norman Mu, Saurav Kadavath, Frank Wang

Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration From Single Noisy Volume With Sparsity Constraint

Zhidong Yang, Fa Zhang, Renmin Han

Learning To Resize Images for Computer Vision Tasks

Hossein Talebi, Peyman Milanfar

DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks

Isha Garg, Sayeed Shafayet Chowdhury, Kaushik Roy

Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery

Samir Yitzhak Gadre, Kiana Ehsani, Shuran Song

DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer

Wenju Xu, Chengjiang Long, Ruisheng Wang, Guanghui Wang

Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks

Dahye Kim, Byung-Woo Hong

Concept Generalization in Visual Representation Learning

Mert Bulent Sariyildiz, Yannis Kalantidis, Diane Larlus, Karteek Alahari

PlaneTR: Structure-Guided Transformers for 3D Plane Recovery

Bin Tan, Nan Xue, Song Bai, Tianfu Wu, Gui-Song Xia

PnP-DETR: Towards Efficient Visual Analysis With Transformers

Tao Wang, Li Yuan, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

CrowdDriven: A New Challenging Dataset for Outdoor Visual Localization

Ara Jafarzadeh, Manuel López Antequera, Pau Gargallo, Yubin Kuang, Carl Toft

MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks

Alexandre Rame, Remy Sun, Matthieu Cord

Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization

Linjiang Huang, Liang Wang, hongsheng Li

Semantic-Embedded Unsupervised Spectral Reconstruction From Single RGB Images in the Wild

Zhiyu Zhu, Hui LIU, Junhui Hou, Huanqiang Zeng, Qingfu Zhang

Auxiliary Tasks and Exploration Enable ObjectGoal Navigation

Joel Ye, Dhruv Batra, Abhishek Das, Erik Wijmans

Membership Inference Attacks Are Easier on Difficult Problems

Avital Shafran, Shmuel Peleg, Yedid Hoshen

ReCU: Reviving the Dead Weights in Binary Neural Networks

Zihan Xu, Mingbao Lin, Jianzhuang Liu, Jie Chen, Ling Shao

Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery

Zhenbo Yu, Junjie Wang, Jingwei Xu, Bingbing Ni, Chenglong Zhao

Self-Regulation for Semantic Segmentation

Dong Zhang, Hanwang Zhang, Jinhui Tang, Xian-Sheng Hua, Qianru Sun

Multi-Echo LiDAR for 3D Object Detection

Yunze Man, Xinshuo Weng, Prasanna Kumar Sivakumar, Matthew O'Toole, Kris M. Kitani

Aggregation With Feature Detection

Shuyang Sun, Xiaoyu Yue, Xiaojuan Qi, Wanli Ouyang, Victor Adrian Prisacariu

Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer

Haoyu Chen, Hao Tang, Henglin Shi, Wei Peng, Nicu Sebe

VENet: Voting Enhancement Network for 3D Object Detection

Qian Xie, Yu-Kun Lai, Jing Wu, Zhoutao Wang, Dening Lu

DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence From Box Supervision

Shiyi Lan, Zhiding Yu, Christopher Choy, Subhashree Radhakrishnan, Guilin Liu

From Goals, Waypoints & Paths to Long Term Human Trajectory Forecasting

Karttikeya Mangalam, Yang An, Harshayu Girase, Jitendra Malik

Efficient Large Scale Inlier Voting for Geometric Vision Problems

Dror Aiger, Simon Lynen, Jan Hosang, Bernhard Zeisl

HAA500: Human-Centric Atomic Action Dataset With Curated Videos

Jihoon Chung, Cheng-hsin Wuu, Hsuan-Ru Yang, Yu-Wing Tai, Chi-Keung Tang

Online Knowledge Distillation for Efficient Pose Estimation

Zheng Li, Jingwen Ye, Mingli Song, Ying Huang, Zhigeng Pan

Weakly Supervised Segmentation of Small Buildings With Point Labels

Jae-Hun Lee, Chanyoung Kim, Sanghoon Sull

LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision

Zhijian Liu, Simon Stent, Jie Li, John Gideon, Song Han

VidTr: Video Transformer Without Convolutions

Yanyi Zhang, Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu

MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing

Yuhang Li, Feng Zhu, Ruihao Gong, Mingzhu Shen, Xin Dong

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation

Xiaogang Xu, Hengshuang Zhao, Jiaya Jia

Planar Surface Reconstruction From Sparse Views

Linyi Jin, Shengyi Qian, Andrew Owens, David F. Fouhey

Where Are You Heading? Dynamic Trajectory Prediction With Expert Goal Examples

He Zhao, Richard P. Wildes

Learning With Noisy Labels for Robust Point Cloud Segmentation

Shuquan Ye, Dongdong Chen, Songfang Han, Jing Liao

Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition

Guohao Peng, Jun Zhang, Heshan Li, Danwei Wang

A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy

Bintao He, Fa Zhang, Huanshui Zhang, Renmin Han

OVANet: One-vs-All Network for Universal Domain Adaptation

Kuniaki Saito, Kate Saenko

Geometry Uncertainty Projection Network for Monocular 3D Object Detection

Yan Lu, Xinzhu Ma, Lei Yang, Tianzhu Zhang, Yating Liu

TeachText: CrossModal Generalized Distillation for Text-Video Retrieval

Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu, Hailin Jin, Andrew Zisserman

Learning Anchored Unsigned Distance Functions With Gradient Direction Alignment for Single-View Garment Reconstruction

Fang Zhao, Wenhao Wang, Shengcai Liao, Ling Shao

Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation

Xiaofeng Liu, Site Li, Yubin Ge, Pengyi Ye, Jane You

Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation

Ailing Zeng, Xiao Sun, Lei Yang, Nanxuan Zhao, Minhao LIU

OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration

Hao Xu, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, Bing Zeng

Channel Augmented Joint Learning for Visible-Infrared Recognition

Mang Ye, Weijian Ruan, Bo Du, Mike Zheng Shou

Embedding Novel Views in a Single JPEG Image

Yue Wu, Guotao Meng, Qifeng Chen

Adaptive Confidence Thresholding for Monocular Depth Estimation

Hyesong Choi, Hunsang Lee, Sunkyung Kim, Sunok Kim, Seungryong Kim

Ranking Models in Unlabeled New Environments

Xiaoxiao Sun, Yunzhong Hou, Weijian Deng, Hongdong Li, Liang Zheng

Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness

Zhenyi Wang, Tiehang Duan, Le Fang, Qiuling Suo, Mingchen Gao