CVPR 2021

1,660 papers

CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching

Zhelun Shen, Yuchao Dai, Zhibo Rao

Few-Shot 3D Point Cloud Semantic Segmentation

Na Zhao, Tat-Seng Chua, Gim Hee Lee

SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data

Jinwoo Kim, Jaehoon Yoo, Juho Lee, Seunghoon Hong

Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts

Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut

Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval

Yang Liu, Qingchao Chen, Samuel Albanie

Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation

Bin Yan, Xinyu Zhang, Dong Wang, Huchuan Lu, Xiaoyun Yang

Neural Splines: Fitting 3D Surfaces With Infinitely-Wide Neural Networks

Francis Williams, Matthew Trager, Joan Bruna, Denis Zorin

Tracking Pedestrian Heads in Dense Crowd

Ramana Sundararaman, Cedric De Almeida Braga, Eric Marchand, Julien Pettre

Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing

Wen Shen, Zhihua Wei, Shikun Huang, Binbin Zhang, Panyue Chen

Deformed Implicit Field: Modeling 3D Shapes With Learned Dense Correspondence

Yu Deng, Jiaolong Yang, Xin Tong

Polygonal Point Set Tracking

Gunhee Nam, Miran Heo, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations

Wolfgang Stammer, Patrick Schramowski, Kristian Kersting

Rotation-Only Bundle Adjustment

Seong Hun Lee, Javier Civera

VDSM: Unsupervised Video Disentanglement With State-Space Modeling and Deep Mixtures of Experts

Matthew J. Vowels, Necati Cihan Camgoz, Richard Bowden

Visual Room Rearrangement

Luca Weihs, Matt Deitke, Aniruddha Kembhavi, Roozbeh Mottaghi

Scene Essence

Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao

Can We Characterize Tasks Without Labels or Features?

Bram Wallace, Ziyang Wu, Bharath Hariharan

Deep Active Surface Models

Udaranga Wickramasinghe, Pascal Fua, Graham Knott

Multi-Scale Aligned Distillation for Low-Resolution Detection

Lu Qi, Jason Kuen, Jiuxiang Gu, Zhe Lin, Yi Wang

Architectural Adversarial Robustness: The Case for Deep Pursuit

George Cazenavette, Calvin Murdock, Simon Lucey

Robust Instance Segmentation Through Reasoning About Multi-Object Occlusion

Xiaoding Yuan, Adam Kortylewski, Yihong Sun, Alan Yuille

Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation

Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang

Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking

Yiding Yang, Zhou Ren, Haoxiang Li, Chunluan Zhou, Xinchao Wang

When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework

Zhizhong Huang, Junping Zhang, Hongming Shan

Personalized Outfit Recommendation With Learnable Anchors

Zhi Lu, Yang Hu, Yan Chen, Bing Zeng

Representation Learning via Global Temporal Alignment and Cycle-Consistency

Isma Hadji, Konstantinos G. Derpanis, Allan D. Jepson

Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination

Xudong Wang, Ziwei Liu, Stella X. Yu

Learning to Track Instances without Video Annotations

Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi

Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training

Yunxuan Wei, Shuhang Gu, Yawei Li, Radu Timofte, Longcun Jin

Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach

Giang Truong, Huu Le, David Suter, Erchuan Zhang, Syed Zulqarnain Gilani

Transformer Interpretability Beyond Attention Visualization

Hila Chefer, Shir Gur, Lior Wolf

Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments

Zhihao Xia, MICHAEL GHARBI, Federico Perazzi, Kalyan Sunkavalli, Ayan Chakrabarti

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation

Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Yong Wang

Learning Position and Target Consistency for Memory-Based Video Object Segmentation

Li Hu, Peng Zhang, Bang Zhang, PAN PAN, Yinghui Xu

Unsupervised Disentanglement of Linear-Encoded Facial Semantics

Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides

LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search

Bin Yan, Houwen Peng, Kan Wu, Dong Wang, Jianlong Fu

Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

Aditya Prakash, Kashyap Chitta, Andreas Geiger

Learning Parallel Dense Correspondence From Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction

Jiapeng Tang, Dan Xu, Kui Jia, Lei Zhang

Back to the Feature: Learning Robust Camera Localization From Pixels To Pose

Paul-Edouard Sarlin, Ajaykumar Unagar, Mans Larsson, Hugo Germain, Carl Toft

RankDetNet: Delving Into Ranking Constraints for Object Detection

Ji Liu, Dong Li, Rongzhang Zheng, Lu Tian, Yi Shan

Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning

Zhuoran Zheng, Wenqi Ren, Xiaochun Cao, Xiaobin Hu, Tao Wang

VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization

Seunghwan Choi, Sunghyun Park, Minsoo Lee, Jaegul Choo

Spatially-Varying Outdoor Lighting Estimation From Intrinsics

Yongjie Zhu, Yinda Zhang, Si Li, Boxin Shi

Learning From the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading

Sucheng Ren, Yong Du, Jianming Lv, Guoqiang Han, Shengfeng He

Categorical Depth Distribution Network for Monocular 3D Object Detection

Cody Reading, Ali Harakeh, Julia Chae, Steven L. Waslander

Exploiting Semantic Embedding and Visual Feature for Facial Action Unit Detection

Huiyuan Yang, Lijun Yin, Yi Zhou, Jiuxiang Gu

Spatio-temporal Contrastive Domain Adaptation for Action Recognition

Xiaolin Song, Sicheng Zhao, Jingyu Yang, Huanjing Yue, Pengfei Xu

Model-Aware Gesture-to-Gesture Translation

Hezhen Hu, Weilun Wang, Wengang Zhou, Weichao Zhao, Houqiang Li

DECOR-GAN: 3D Shape Detailization by Conditional Refinement

Zhiqin Chen, Vladimir G. Kim, Matthew Fisher, Noam Aigerman, Hao Zhang

Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow

Shangrong Yang, Chunyu Lin, Kang Liao, Chunjie Zhang, Yao Zhao

De-Rendering the World's Revolutionary Artefacts

Shangzhe Wu, Ameesh Makadia, Jiajun Wu, Noah Snavely, Richard Tucker

Learning Monocular 3D Reconstruction of Articulated Categories From Motion

Filippos Kokkinos, Iasonas Kokkinos

Object Classification From Randomized EEG Trials

Hamad Ahmed, Ronnie B. Wilbur, Hari M. Bharadwaj, Jeffrey Mark Siskind

Few-Shot Classification With Feature Map Reconstruction Networks

Davis Wertheimer, Luming Tang, Bharath Hariharan

From Rain Generation to Rain Removal

Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Yefeng Zheng

Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions

Navaneeth Bodla, Gaurav Shrivastava, Rama Chellappa, Abhinav Shrivastava

HLA-Face: Joint High-Low Adaptation for Low Light Face Detection

Wenjing Wang, Wenhan Yang, Jiaying Liu

FAIEr: Fidelity and Adequacy Ensured Image Caption Evaluation

Sijin Wang, Ziwei Yao, Ruiping Wang, Zhongqin Wu, Xilin Chen

Tangent Space Backpropagation for 3D Transformation Groups

Zachary Teed, Jia Deng

3D Shape Generation With Grid-Based Implicit Functions

Moritz Ibing, Isaak Lim, Leif Kobbelt

Multimodal Contrastive Training for Visual Representation Learning

Xin Yuan, Zhe Lin, Jason Kuen, Jianming Zhang, Yilin Wang

Cross-Iteration Batch Normalization

Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin

Improving OCR-Based Image Captioning by Incorporating Geometrical Relationship

Jing Wang, Jinhui Tang, Mingkun Yang, Xiang Bai, Jiebo Luo

Unsupervised Human Pose Estimation Through Transforming Shape Templates

Luca Schmidtke, Athanasios Vlontzos, Simon Ellershaw, Anna Lukens, Tomoki Arichi

FS-Net: Fast Shape-Based Network for Category-Level 6D Object Pose Estimation With Decoupled Rotation Mechanism

Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Linlin Shen

Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes

Zhengqi Li, Simon Niklaus, Noah Snavely, Oliver Wang

Learning To Recover 3D Scene Shape From a Single Image

Wei Yin, Jianming Zhang, Oliver Wang, Simon Niklaus, Long Mai

Domain Adaptation With Auxiliary Target Domain-Oriented Classifier

Jian Liang, Dapeng Hu, Jiashi Feng

Online Learning of a Probabilistic and Adaptive Scene Representation

Zike Yan, Xin Wang, Hongbin Zha

HoHoNet: 360 Indoor Holistic Understanding With Latent Horizontal Features

Cheng Sun, Min Sun, Hwann-Tzong Chen

StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks

Kai Fischer, Martin Simon, Florian Olsner, Stefan Milz, Horst-Michael Gross

Cross Modal Focal Loss for RGBD Face Anti-Spoofing

Anjith George, Sébastien Marcel

Neural Reprojection Error: Merging Feature Learning and Camera Pose Estimation

Hugo Germain, Vincent Lepetit, Guillaume Bourmaud

Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection

Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao

Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search

Kaicheng Yu, Rene Ranftl, Mathieu Salzmann

Debiased Subjective Assessment of Real-World Image Enhancement

Peibei Cao, Zhangyang Wang, Kede Ma

Uncertainty-Guided Model Generalization to Unseen Domains

Fengchun Qiao, Xi Peng

Few-Shot Open-Set Recognition by Transformation Consistency

Minki Jeong, Seokeon Choi, Changick Kim

On Semantic Similarity in Video Retrieval

Michael Wray, Hazel Doughty, Dima Damen

Unsupervised Multi-Source Domain Adaptation Without Access to Source Data

Sk Miraj Ahmed, Dripta S. Raychaudhuri, Sujoy Paul, Samet Oymak, Amit K. Roy-Chowdhury

StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision

Yang Hong, Juyong Zhang, Boyi Jiang, Yudong Guo, Ligang Liu

Regularization Strategy for Point Cloud via Rigidly Mixed Sample

Dogyoon Lee, Jaeha Lee, Junhyeop Lee, Hyeongmin Lee, Minhyeok Lee

Dynamic Domain Adaptation for Efficient Inference

Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li

Residential Floor Plan Recognition and Reconstruction

Xiaolei Lv, Shengchu Zhao, Xinyang Yu, Binqiang Zhao

A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification

Jong-Chyi Su, Zezhou Cheng, Subhransu Maji

Bridging the Visual Gap: Wide-Range Image Blending

Chia-Ni Lu, Ya-Chu Chang, Wei-Chen Chiu

DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation

Xing Shen, Jirui Yang, Chunbo Wei, Bing Deng, Jianqiang Huang

Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation

Yazhou Yao, Tao Chen, Guo-sen Xie, Chuanyi Zhang, Fumin Shen

Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization

Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun

SMPLicit: Topology-Aware Generative Model for Clothed People

Enric Corona, Albert Pumarola, Guillem Alenyà, Gerard Pons-Moll, Francesc Moreno-Noguer

Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation

Xinge ZHU, Hui Zhou, Tai WANG, Fangzhou Hong, Yuexin Ma

Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution

Hyungjun Kim, Jihoon Park, Changhun Lee, Jae-Joon Kim

SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks

Shunsuke Saito, Jinlong Yang, Qianli Ma, Michael J. Black

DetectoRS: Detecting Objects With Recursive Feature Pyramid and Switchable Atrous Convolution

Siyuan Qiao, Liang-Chieh Chen, Alan Yuille

Predicting Human Scanpaths in Visual Question Answering

Xianyu Chen, Ming Jiang, Qi Zhao

3D Video Stabilization With Depth Estimation by CNN-Based Optimization

Yao-Chih Lee, Kuan-Wei Tseng, Yu-Ta Chen, Chien-Cheng Chen, Chu-Song Chen

Image Super-Resolution With Non-Local Sparse Attention

Yiqun Mei, Yuchen Fan, Yuqian Zhou

A Dual Iterative Refinement Method for Non-Rigid Shape Matching

Rui Xiang, Rongjie Lai, Hongkai Zhao

Three Birds with One Stone: Multi-Task Temporal Action Detection via Recycling Temporal Annotations

Zhihui Li, Lina Yao

A Peek Into the Reasoning of Neural Networks: Interpreting With Structural Visual Concepts

Yunhao Ge, Yao Xiao, Zhi Xu, Meng Zheng, Srikrishna Karanam