CVPR 2021

1,660 papers

Seeing in Extra Darkness Using a Deep-Red Flash

Jinhui Xiong, Jian Wang, Wolfgang Heidrich, Shree Nayar

Teachers Do More Than Teach: Compressing Image-to-Image Models

Qing Jin, Jian Ren, Oliver J. Woodford, Jiazhuo Wang, Geng Yuan

Interpolation-Based Semi-Supervised Learning for Object Detection

Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak

Towards Evaluating and Training Verifiably Robust Neural Networks

Zhaoyang Lyu, Minghao Guo, Tong Wu, Guodong Xu, Kehuan Zhang

StablePose: Learning 6D Object Poses From Geometrically Stable Patches

Yifei Shi, Junwen Huang, Xin Xu, Yifan Zhang, Kai Xu

AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling

Dilin Wang, Meng Li, Chengyue Gong, Vikas Chandra

Self-Supervised Motion Learning From Static Images

Ziyuan Huang, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Rong Jin

Are Labels Always Necessary for Classifier Accuracy Evaluation?

Weijian Deng, Liang Zheng

Anchor-Free Person Search

Yichao Yan, Jinpeng Li, Jie Qin, Song Bai, Shengcai Liao

Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning

Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He

Tuning IR-Cut Filter for Illumination-Aware Spectral Reconstruction From RGB

Bo Sun, Junchi Yan, Xiao Zhou, Yinqiang Zheng

Cross-View Gait Recognition With Deep Universal Linear Embeddings

Shaoxiong Zhang, Yunhong Wang, Annan Li

Discovering Hidden Physics Behind Transport Dynamics

Peirong Liu, Lin Tian, Yubo Zhang, Stephen Aylward, Yueh Lee

Exploiting Aliasing for Manga Restoration

Minshan Xie, Menghan Xia, Tien-Tsin Wong

Facial Action Unit Detection With Transformers

Geethu Miriam Jacob, Bjorn Stenger

Robust Neural Routing Through Space Partitions for Camera Relocalization in Dynamic Indoor Environments

Siyan Dong, Qingnan Fan, He Wang, Ji Shi, Li Yi

The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures

Yawei Li, Wen Li, Martin Danelljan, Kai Zhang, Shuhang Gu

Generalizing Face Forgery Detection With High-Frequency Features

Yuchen Luo, Yong Zhang, Junchi Yan, Wei Liu

Joint Negative and Positive Learning for Noisy Labels

Youngdong Kim, Juseung Yun, Hyounguk Shon, Junmo Kim

DeepSurfels: Learning Online Appearance Fusion

Marko Mihajlovic, Silvan Weder, Marc Pollefeys, Martin R. Oswald

Fine-Grained Shape-Appearance Mutual Learning for Cloth-Changing Person Re-Identification

Peixian Hong, Tao Wu, Ancong Wu, Xintong Han, Wei-Shi Zheng

Learning Fine-Grained Segmentation of 3D Shapes Without Part Labels

Xiaogang Wang, Xun Sun, Xinyu Cao, Kai Xu, Bin Zhou

A Generalized Loss Function for Crowd Counting and Localization

Jia Wan, Ziquan Liu, Antoni B. Chan

Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion

Cheng Chi, Qingjie Wang, Tianyu Hao, Peng Guo, Xin Yang

Point Cloud Upsampling via Disentangled Refinement

Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation

Gu Wang, Fabian Manhardt, Federico Tombari, Xiangyang Ji

Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning

Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma

Practical Single-Image Super-Resolution Using Look-Up Table

Younghyun Jo, Seon Joo Kim

Reciprocal Landmark Detection and Tracking With Extremely Few Annotations

Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad Jafari

PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation With Neural Positional Encoding and Distilled Matting Loss

Juan Luis Gonzalez, Munchurl Kim

Capturing Omni-Range Context for Omnidirectional Segmentation

Kailun Yang, Jiaming Zhang, Simon Reiss, Xinxin Hu, Rainer Stiefelhagen

Shallow Feature Matters for Weakly Supervised Object Localization

Jun Wei, Qin Wang, Zhen Li, Sheng wang, S. Kevin Zhou

Exploring intermediate representation for monocular vehicle pose estimation

Shichao Li, Zengqiang Yan, Hongyang Li, Kwang-Ting Cheng

AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning

Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala

RaScaNet: Learning Tiny Models by Raster-Scanning Images

Jaehyoung Yoo, Dongwook Lee, Changyong Son, Sangil Jung, ByungIn Yoo

Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation

Hyojin Park, Jayeon Yoo, Seohyeong Jeong, Ganesh Venkatesh, Nojun Kwak

Consistent Instance False Positive Improves Fairness in Face Recognition

Xingkun Xu, Yuge Huang, Pengcheng Shen, Shaoxin Li, Jilin Li

Beyond Max-Margin: Class Margin Equilibrium for Few-Shot Object Detection

Bohao Li, Boyu Yang, Chang Liu, Feng Liu, Rongrong Ji

Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles

Jevgenij Gamper, Nasir Rajpoot

Learning the Predictability of the Future

Didac Suris, Ruoshi Liu, Carl Vondrick

Taming Transformers for High-Resolution Image Synthesis

Patrick Esser, Robin Rombach, Bjorn Ommer

What Can Style Transfer and Paintings Do for Model Robustness?

Hubert Lin, Mitchell van Zuijlen, Sylvia C. Pont, Maarten W.A. Wijntjes, Kavita Bala

Image-to-Image Translation via Hierarchical Style Disentanglement

Xinyang Li, ShengChuan Zhang, Jie Hu, Liujuan Cao, Xiaopeng Hong

COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction

Yijie Lin, Yuanbiao Gou, Zitao Liu, Boyun Li, Jiancheng Lv

Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation

Astuti Sharma, Tarun Kalluri, Manmohan Chandraker

PatchmatchNet: Learned Multi-View Patchmatch Stereo

Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys

Learning Decision Trees Recurrently Through Communication

Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata

Rotation Equivariant Siamese Networks for Tracking

Deepak K. Gupta, Devanshu Arya, Efstratios Gavves

Inverse Simulation: Reconstructing Dynamic Geometry of Clothed Humans via Optimal Control

Jingfan Guo, Jie Li, Rahul Narain, Hyun Soo Park

Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net

Yawen Huang, Feng Zheng, Danyang Wang, Weilin Huang, Matthew R. Scott

Learning Temporal Consistency for Low Light Video Enhancement From Single Images

Fan Zhang, Yu Li, Shaodi You, Ying Fu

Birds of a Feather: Capturing Avian Shape Models From Images

Yufu Wang, Nikos Kolotouros, Kostas Daniilidis, Marc Badger

Dense Contrastive Learning for Self-Supervised Visual Pre-Training

Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li

Robust Point Cloud Registration Framework Based on Deep Graph Matching

Kexue Fu, Shaolei Liu, xiaoyuan luo, Manning Wang

Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink

Ranjie Duan, Xiaofeng Mao, A. K. Qin, YueFeng Chen, shaokai ye

PQA: Perceptual Question Answering

Yonggang Qi, Kai Zhang, Aneeshan Sain, Yi-Zhe Song

Generalizing to the Open World: Deep Visual Odometry With Online Adaptation

Shunkai Li, Xin Wu, Yingdian Cao, Hongbin Zha

Learning To Fuse Asymmetric Feature Maps in Siamese Trackers

Wencheng Han, Xingping Dong, Fahad Shahbaz Khan, Ling Shao, Jianbing Shen

IIRC: Incremental Implicitly-Refined Classification

Mohamed Abdelsalam, Mojtaba Faramarzi, Shagun Sodhani, Sarath Chandar

L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing

Guoxing Yang, Nanyi Fei, Mingyu Ding, Guangzhen Liu, Zhiwu Lu

Intrinsic Image Harmonization

Zonghui Guo, Haiyong Zheng, Yufeng Jiang, Zhaorui Gu, Bing Zheng

FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining

Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Bichen Wu, Zijian He

The Multi-Temporal Urban Development SpaceNet Dataset

Adam Van Etten, Daniel Hogan, Jesus Martinez Manso, Jacob Shermeyer, Nicholas Weir

Hilbert Sinkhorn Divergence for Optimal Transport

Qian Li, Zhichao Wang, Gang Li, Jun Pang, Guandong Xu

Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning

Liu Bo, Qiulei Dong, Zhanyi Hu

Neural Prototype Trees for Interpretable Fine-Grained Image Recognition

Meike Nauta, Ron van Bree, Christin Seifert

MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation

Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen

Magic Layouts: Structural Prior for Component Detection in User Interface Designs

Dipu Manandhar, Hailin Jin, John Collomosse

PLOP: Learning Without Forgetting for Continual Semantic Segmentation

Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord

CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation

Tao Lu, Limin Wang, Gangshan Wu

Cycle4Completion: Unpaired Point Cloud Completion Using Cycle Transformation With Missing Region Coding

Xin Wen, Zhizhong Han, Yan-Pei Cao, Pengfei Wan, Wen Zheng

Shared Cross-Modal Trajectory Prediction for Autonomous Driving

Chiho Choi, Joon Hee Choi, Jiachen Li, Srikanth Malla

SOLD2: Self-Supervised Occlusion-Aware Line Description and Detection

Remi Pautrat, Juan-Ting Lin, Viktor Larsson, Martin R. Oswald, Marc Pollefeys

Multi-Attentional Deepfake Detection

Hanqing Zhao, Wenbo Zhou, Dongdong Chen, Tianyi Wei, Weiming Zhang

Learning a Proposal Classifier for Multiple Object Tracking

Peng Dai, Renliang Weng, Wongun Choi, Changshui Zhang, Zhangping He

DualAST: Dual Style-Learning Networks for Artistic Style Transfer

Haibo Chen, lei zhao, Zhizhong Wang, Huiming Zhang, Zhiwen Zuo

FSDR: Frequency Space Domain Randomization for Domain Generalization

Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

Sheng Ao, Qingyong Hu, Bo Yang, Andrew Markham, Yulan Guo

A Second-Order Approach to Learning With Instance-Dependent Label Noise

Zhaowei Zhu, Tongliang Liu, Yang Liu

VoxelContext-Net: An Octree Based Framework for Point Cloud Compression

Zizheng Que, Guo Lu, Dong Xu

End-to-End Video Instance Segmentation With Transformers

Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng

High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network

Jie Liang, Hui Zeng, Lei Zhang

Back-Tracing Representative Points for Voting-Based 3D Object Detection in Point Clouds

Bowen Cheng, Lu Sheng, Shaoshuai Shi, Ming Yang, Dong Xu

Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation

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

Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark

Joakim Bruslund Haurum, Thomas B. Moeslund

Shot Contrastive Self-Supervised Learning for Scene Boundary Detection

Shixing Chen, Xiaohan Nie, David Fan, Dongqing Zhang, Vimal Bhat

Indoor Lighting Estimation Using an Event Camera

Zehao Chen, Qian Zheng, Peisong Niu, Huajin Tang, Gang Pan

How2Sign: A Large-Scale Multimodal Dataset for Continuous American Sign Language

Amanda Duarte, Shruti Palaskar, Lucas Ventura, Deepti Ghadiyaram, Kenneth DeHaan

Unbiased Mean Teacher for Cross-Domain Object Detection

Jinhong Deng, Wen Li, Yuhua Chen, Lixin Duan

Image Restoration for Under-Display Camera

Yuqian Zhou, David Ren, Neil Emerton, Sehoon Lim, Timothy Large

Spoken Moments: Learning Joint Audio-Visual Representations From Video Descriptions

Mathew Monfort, SouYoung Jin, Alexander Liu, David Harwath, Rogerio Feris

Weakly-Supervised Instance Segmentation via Class-Agnostic Learning With Salient Images

Xinggang Wang, Jiapei Feng, Bin Hu, Qi Ding, Longjin Ran

Restoring Extremely Dark Images in Real Time

Mohit Lamba, Kaushik Mitra

Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation

Tao Tu, Qing Ping, Govindarajan Thattai, Gokhan Tur, Prem Natarajan

Learning Accurate Dense Correspondences and When To Trust Them

Prune Truong, Martin Danelljan, Luc Van Gool, Radu Timofte

A Sliced Wasserstein Loss for Neural Texture Synthesis

Eric Heitz, Kenneth Vanhoey, Thomas Chambon, Laurent Belcour

Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion

Ho Kei Cheng, Yu-Wing Tai, Chi-Keung Tang

Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation

Hang Zhou, Yasheng Sun, Wayne Wu, Chen Change Loy, Xiaogang Wang

NeuralRecon: Real-Time Coherent 3D Reconstruction From Monocular Video

Jiaming Sun, Yiming Xie, Linghao Chen, Xiaowei Zhou, Hujun Bao

LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents

ByeoungDo Kim, Seong Hyeon Park, Seokhwan Lee, Elbek Khoshimjonov, Dongsuk Kum