CVPR 2021

1,660 papers

Mitigating Face Recognition Bias via Group Adaptive Classifier

Sixue Gong, Xiaoming Liu, Anil K. Jain

Variational Transformer Networks for Layout Generation

Diego Martin Arroyo, Janis Postels, Federico Tombari

Learning To Associate Every Segment for Video Panoptic Segmentation

Sanghyun Woo, Dahun Kim, Joon-Young Lee, In So Kweon

Pixel-Wise Anomaly Detection in Complex Driving Scenes

Giancarlo Di Biase, Hermann Blum, Roland Siegwart, Cesar Cadena

Weakly Supervised Video Salient Object Detection

Wangbo Zhao, Jing Zhang, Long Li, Nick Barnes, Nian Liu

Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting

Lingbo Liu, Jiaqi Chen, Hefeng Wu, Guanbin Li, Chenglong Li

Neural Body: Implicit Neural Representations With Structured Latent Codes for Novel View Synthesis of Dynamic Humans

Sida Peng, Yuanqing Zhang, Yinghao Xu, Qianqian Wang, Qing Shuai

Hierarchical Lovasz Embeddings for Proposal-Free Panoptic Segmentation

Tommi Kerola, Jie Li, Atsushi Kanehira, Yasunori Kudo, Alexis Vallet

Few-Shot Image Generation via Cross-Domain Correspondence

Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee

GMOT-40: A Benchmark for Generic Multiple Object Tracking

Hexin Bai, Wensheng Cheng, Peng Chu, Juehuan Liu, Kai Zhang

Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds

Li Yi, Boqing Gong, Thomas Funkhouser

MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation

Hansheng Chen, Yuyao Huang, Wei Tian, Zhong Gao, Lu Xiong

Spk2ImgNet: Learning To Reconstruct Dynamic Scene From Continuous Spike Stream

Jing Zhao, Ruiqin Xiong, Hangfan Liu, Jian Zhang, Tiejun Huang

Reconstructing 3D Human Pose by Watching Humans in the Mirror

Qi Fang, Qing Shuai, Junting Dong, Hujun Bao, Xiaowei Zhou

DSRNA: Differentiable Search of Robust Neural Architectures

Ramtin Hosseini, Xingyi Yang, Pengtao Xie

Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild

Zhaoyuan Yin, Jia Zheng, Weixin Luo, Shenhan Qian, Hanling Zhang

IronMask: Modular Architecture for Protecting Deep Face Template

Sunpill Kim, Yunseong Jeong, Jinsu Kim, Jungkon Kim, Hyung Tae Lee

GAIA: A Transfer Learning System of Object Detection That Fits Your Needs

Xingyuan Bu, Junran Peng, Junjie Yan, Tieniu Tan, Zhaoxiang Zhang

Behavior-Driven Synthesis of Human Dynamics

Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Bjorn Ommer

Not Just Compete, but Collaborate: Local Image-to-Image Translation via Cooperative Mask Prediction

Daejin Kim, MOHAMMAD AZAM KHAN, Jaegul Choo

D2IM-Net: Learning Detail Disentangled Implicit Fields From Single Images

Manyi Li, Hao Zhang

Few-Shot Object Detection via Classification Refinement and Distractor Retreatment

Yiting Li, Haiyue Zhu, Yu Cheng, Wenxin Wang, Chek Sing Teo

Domain-Specific Suppression for Adaptive Object Detection

Yu Wang, Rui Zhang, Shuo Zhang, Miao Li, Yangyang Xia

Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement

Zefan Li, Chenxi Liu, Alan Yuille, Bingbing Ni, Wenjun Zhang

Unsupervised Pre-Training for Person Re-Identification

Dengpan Fu, Dongdong Chen, Jianmin Bao, Hao Yang, Lu Yuan

Structured Scene Memory for Vision-Language Navigation

Hanqing Wang, Wenguan Wang, Wei Liang, Caiming Xiong, Jianbing Shen

Structured Multi-Level Interaction Network for Video Moment Localization via Language Query

Hao Wang, Zheng-Jun Zha, Liang Li, Dong Liu, Jiebo Luo

Transformer Tracking

Xin Chen, Bin Yan, Jiawen Zhu, Dong Wang, Xiaoyun Yang

Coarse-To-Fine Person Re-Identification With Auxiliary-Domain Classification and Second-Order Information Bottleneck

Anguo Zhang, Yueming Gao, Yuzhen Niu, Wenxi Liu, Yongcheng Zhou

Monte Carlo Scene Search for 3D Scene Understanding

Shreyas Hampali, Sinisa Stekovic, Sayan Deb Sarkar, Chetan S. Kumar, Friedrich Fraundorfer

Partial Person Re-Identification With Part-Part Correspondence Learning

Tianyu He, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua

Learning Compositional Radiance Fields of Dynamic Human Heads

Ziyan Wang, Timur Bagautdinov, Stephen Lombardi, Tomas Simon, Jason Saragih

Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering

JungIn Park, Jiyoung Lee, Kwanghoon Sohn

OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection

Tingting Liang, Yongtao Wang, Zhi Tang, Guosheng Hu, Haibin Ling

Multi-Person Implicit Reconstruction From a Single Image

Armin Mustafa, Akin Caliskan, Lourdes Agapito, Adrian Hilton

Virtual Fully-Connected Layer: Training a Large-Scale Face Recognition Dataset With Limited Computational Resources

Pengyu Li, Biao Wang, Lei Zhang

Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification

Jiaxing Chen, XINYANG JIANG, Fudong Wang, Jun Zhang, Feng Zheng

Masoud Faraki, Xiang Yu, Yi-Hsuan Tsai, Yumin Suh, Manmohan Chandraker

FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding

Bo Sun, Banghuai Li, Shengcai Cai, Ye Yuan, Chi Zhang

Rethinking and Improving the Robustness of Image Style Transfer

Pei Wang, Yijun Li, Nuno Vasconcelos

Neural Response Interpretation Through the Lens of Critical Pathways

Ashkan Khakzar, Soroosh Baselizadeh, Saurabh Khanduja, Christian Rupprecht, Seong Tae Kim

Prior Based Human Completion

Zibo Zhao, Wen Liu, Yanyu Xu, Xianing Chen, Weixin Luo

Discovering Relationships Between Object Categories via Universal Canonical Maps

Natalia Neverova, Artsiom Sanakoyeu, Patrick Labatut, David Novotny, Andrea Vedaldi

Online Multiple Object Tracking With Cross-Task Synergy

Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao

Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection

Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides

Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-Localization in Large Scenes From Body-Mounted Sensors

Vladimir Guzov, Aymen Mir, Torsten Sattler, Gerard Pons-Moll

Efficient Regional Memory Network for Video Object Segmentation

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Wenxiu Sun

Reducing Domain Gap by Reducing Style Bias

Hyeonseob Nam, HyunJae Lee, Jongchan Park, Wonjun Yoon, Donggeun Yoo

Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution

Chi Zhang, Baoxiong Jia, Song-chun Zhu, Yixin Zhu

Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation

Youngmin Oh, Beomjun Kim, Bumsub Ham

VarifocalNet: An IoU-Aware Dense Object Detector

Haoyang Zhang, Ying Wang, Feras Dayoub, Niko Sunderhauf

Representative Batch Normalization With Feature Calibration

Shang-Hua Gao, Qi Han, Duo Li, Ming-Ming Cheng, Pai Peng

Efficient Initial Pose-Graph Generation for Global SfM

Daniel Barath, Dmytro Mishkin, Ivan Eichhardt, Ilia Shipachev, Jiri Matas

End-to-End Object Detection With Fully Convolutional Network

Jianfeng Wang, Lin Song, Zeming Li, Hongbin Sun, Jian Sun

PAConv: Position Adaptive Convolution With Dynamic Kernel Assembling on Point Clouds

Mutian Xu, Runyu Ding, Hengshuang Zhao, Xiaojuan Qi

CDFI: Compression-Driven Network Design for Frame Interpolation

Tianyu Ding, Luming Liang, Zhihui Zhu, Ilya Zharkov

One Shot Face Swapping on Megapixels

Yuhao Zhu, Qi Li, Jian Wang, Cheng-Zhong Xu, Zhenan Sun

Humble Teachers Teach Better Students for Semi-Supervised Object Detection

Yihe Tang, Weifeng Chen, Yijun Luo, Yuting Zhang

Semantic Audio-Visual Navigation

Changan Chen, Ziad Al-Halah, Kristen Grauman

CRFace: Confidence Ranker for Model-Agnostic Face Detection Refinement

Noranart Vesdapunt, Baoyuan Wang

Unsupervised Visual Attention and Invariance for Reinforcement Learning

Xudong Wang, Long Lian, Stella X. Yu

Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata

Layer-Wise Searching for 1-Bit Detectors

Sheng Xu, Junhe Zhao, Jinhu Lu, Baochang Zhang, Shumin Han

Image De-Raining via Continual Learning

man zhou, Jie Xiao, Yifan Chang, Xueyang Fu, Aiping Liu

Self-Attention Based Text Knowledge Mining for Text Detection

Qi Wan, Haoqin Ji, Linlin Shen

UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers

Zhigang Dai, Bolun Cai, Yugeng Lin, Junying Chen

LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution

Xin Deng, Hao Wang, Mai Xu, Yichen Guo, Yuhang Song

Function4D: Real-Time Human Volumetric Capture From Very Sparse Consumer RGBD Sensors

Tao Yu, Zerong Zheng, Kaiwen Guo, Pengpeng Liu, Qionghai Dai

Slimmable Compressive Autoencoders for Practical Neural Image Compression

Fei Yang, Luis Herranz, Yongmei Cheng, Mikhail G. Mozerov

Post-Hoc Uncertainty Calibration for Domain Drift Scenarios

Christian Tomani, Sebastian Gruber, Muhammed Ebrar Erdem, Daniel Cremers, Florian Buettner

Diverse Branch Block: Building a Convolution as an Inception-Like Unit

Xiaohan Ding, Xiangyu Zhang, Jungong Han, guiguang ding

Pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis

Eric R. Chan, Marco Monteiro, Petr Kellnhofer, Jiajun Wu, Gordon Wetzstein

Understanding Object Dynamics for Interactive Image-to-Video Synthesis

Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Bjorn Ommer

How Well Do Self-Supervised Models Transfer?

Linus Ericsson, Henry Gouk, Timothy M. Hospedales

Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes

Jiashun Wang, Huazhe Xu, Jingwei Xu, Sifei Liu, Xiaolong Wang

AIFit: Automatic 3D Human-Interpretable Feedback Models for Fitness Training

Mihai Fieraru, Mihai Zanfir, Silviu Cristian Pirlea, Vlad Olaru, Cristian Sminchisescu

Representing Videos As Discriminative Sub-Graphs for Action Recognition

Dong Li, Zhaofan Qiu, Yingwei Pan, Ting Yao, Houqiang Li

Deep Compositional Metric Learning

Wenzhao Zheng, Chengkun Wang, Jiwen Lu, Jie Zhou

Differentiable Diffusion for Dense Depth Estimation From Multi-View Images

Numair Khan, Min H. Kim, James Tompkin

Learning a Non-Blind Deblurring Network for Night Blurry Images

Liang Chen, Jiawei Zhang, Jinshan Pan, Songnan Lin, Faming Fang

Gradient Forward-Propagation for Large-Scale Temporal Video Modelling

Mateusz Malinowski, Dimitrios Vytiniotis, Grzegorz Swirszcz, Viorica Patraucean, Joao Carreira

Disentangling Label Distribution for Long-Tailed Visual Recognition

Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim

FAPIS: A Few-Shot Anchor-Free Part-Based Instance Segmenter

Khoi Nguyen, Sinisa Todorovic

Roses Are Red, Violets Are Blue... but Should VQA Expect Them To?

Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation

Simon Reiss, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen

Limitations of Post-Hoc Feature Alignment for Robustness

Collin Burns, Jacob Steinhardt

MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition

Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao

CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning

Can Zhang, Meng Cao, Dongming Yang, Jie Chen, Yuexian Zou

Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis

Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai

Large-Capacity Image Steganography Based on Invertible Neural Networks

Shao-Ping Lu, Rong Wang, Tao Zhong, Paul L. Rosin

Navigating the GAN Parameter Space for Semantic Image Editing

Anton Cherepkov, Andrey Voynov, Artem Babenko

pixelNeRF: Neural Radiance Fields From One or Few Images

Alex Yu, Vickie Ye, Matthew Tancik, Angjoo Kanazawa

Point Cloud Instance Segmentation Using Probabilistic Embeddings

Biao Zhang, Peter Wonka

Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval

Yawen Zeng, Da Cao, Xiaochi Wei, Meng Liu, Zhou Zhao

Privacy-Preserving Collaborative Learning With Automatic Transformation Search

Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen

GATSBI: Generative Agent-Centric Spatio-Temporal Object Interaction

Cheol-Hui Min, Jinseok Bae, Junho Lee, Young Min Kim

Partition-Guided GANs

Mohammadreza Armandpour, Ali Sadeghian, Chunyuan Li, Mingyuan Zhou

ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic

Xiangtao Kong, Hengyuan Zhao, Yu Qiao, Chao Dong

AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching

Xiao Song, Guorun Yang, Xinge ZHU, Hui Zhou, Zhe Wang

Augmentation Strategies for Learning With Noisy Labels

Kento Nishi, Yi Ding, Alex Rich, Tobias Hollerer