CVPR 2021

1,660 papers

HyperSeg: Patch-Wise Hypernetwork for Real-Time Semantic Segmentation

Yuval Nirkin, Lior Wolf, Tal Hassner

Adversarial Robustness Under Long-Tailed Distribution

Tong Wu, Ziwei Liu, Qingqiu Huang, Yu Wang, Dahua Lin

Group Whitening: Balancing Learning Efficiency and Representational Capacity

Lei Huang, Yi Zhou, Li Liu, Fan Zhu, Ling Shao

Zero-Shot Adversarial Quantization

Yuang Liu, Wei Zhang, Jun Wang

Checkerboard Context Model for Efficient Learned Image Compression

Dailan He, Yaoyan Zheng, Baocheng Sun, Yan Wang, Hongwei Qin

NeRD: Neural 3D Reflection Symmetry Detector

Yichao Zhou, Shichen Liu, Yi Ma

Learning Graph Embeddings for Compositional Zero-Shot Learning

Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata

Equivariant Point Network for 3D Point Cloud Analysis

Haiwei Chen, Shichen Liu, Weikai Chen, Hao Li, Randall Hill

Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring Expression

Chen Gao, Jinyu Chen, Si Liu, Luting Wang, Qiong Zhang

Pose-Guided Human Animation From a Single Image in the Wild

Jae Shin Yoon, Lingjie Liu, Vladislav Golyanik, Kripasindhu Sarkar, Hyun Soo Park

AutoInt: Automatic Integration for Fast Neural Volume Rendering

David B. Lindell, Julien N. P. Martel, Gordon Wetzstein

Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization

Aysim Toker, Qunjie Zhou, Maxim Maximov, Laura Leal-Taixé

Rich Context Aggregation With Reflection Prior for Glass Surface Detection

Jiaying Lin, Zebang He, Rynson W.H. Lau

KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning

Li Yang, Zhezhi He, Junshan Zhang, Deliang Fan

Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs

Xudong Lin, Gedas Bertasius, Jue Wang, Shih-fu Chang, Devi Parikh

DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls

Hongyu Liu, Ziyu Wan, Wei Huang, Yibing Song, Xintong Han

Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection

Qize Yang, Xihan Wei, Biao Wang, Xian-Sheng Hua, Lei Zhang

Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion

Shi Qiu, Saeed Anwar, Nick Barnes

Restore From Restored: Video Restoration With Pseudo Clean Video

Seunghwan Lee, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim

User-Guided Line Art Flat Filling With Split Filling Mechanism

Lvmin Zhang, Chengze Li, Edgar Simo-Serra, Yi Ji, Tien-Tsin Wong

Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework

Miao Yin, Yang Sui, Siyu Liao, Bo Yuan

DyGLIP: A Dynamic Graph Model With Link Prediction for Accurate Multi-Camera Multiple Object Tracking

Kha Gia Quach, Pha Nguyen, Huu Le, Thanh-Dat Truong, Chi Nhan Duong

Learning To Restore Hazy Video: A New Real-World Dataset and a New Method

Xinyi Zhang, Hang Dong, Jinshan Pan, Chao Zhu, Ying Tai

The Spatially-Correlative Loss for Various Image Translation Tasks

Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

Rethinking BiSeNet for Real-Time Semantic Segmentation

Mingyuan Fan, Shenqi Lai, Junshi Huang, Xiaoming Wei, Zhenhua Chai

Combined Depth Space Based Architecture Search for Person Re-Identification

Hanjun Li, Gaojie Wu, Wei-Shi Zheng

Audio-Visual Instance Discrimination with Cross-Modal Agreement

Pedro Morgado, Nuno Vasconcelos, Ishan Misra

Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement

Hao Lu, Hu Han, S. Kevin Zhou

Self-Supervised 3D Mesh Reconstruction From Single Images

Tao Hu, Liwei Wang, Xiaogang Xu, Shu Liu, Jiaya Jia

High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras

Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Boxin Shi, Yonghong Tian

Single-Stage Instance Shadow Detection With Bidirectional Relation Learning

Tianyu Wang, Xiaowei Hu, Chi-Wing Fu, Pheng-Ann Heng

GIRAFFE: Representing Scenes As Compositional Generative Neural Feature Fields

Michael Niemeyer, Andreas Geiger

Parser-Free Virtual Try-On via Distilling Appearance Flows

Yuying Ge, Yibing Song, Ruimao Zhang, Chongjian GE, Wei Liu

End-to-End High Dynamic Range Camera Pipeline Optimization

Nicolas Robidoux, Luis E. Garcia Capel, Dong-eun Seo, Avinash Sharma, Federico Ariza

Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks

Ding Sheng Ong, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang

3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management

Tianyi Zhao, Kai Cao, Jiawen Yao, Isabella Nogues, Le Lu

Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection

Zonghao Guo, Chang Liu, Xiaosong Zhang, Jianbin Jiao, Xiangyang Ji

Boosting Video Representation Learning With Multi-Faceted Integration

Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Xiao-Ping Zhang, Dong Wu

BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation

Jungbeom Lee, Jihun Yi, Chaehun Shin, Sungroh Yoon

Unsupervised Multi-Source Domain Adaptation for Person Re-Identification

Zechen Bai, Zhigang Wang, Jian Wang, Di Hu, Errui Ding

PointGuard: Provably Robust 3D Point Cloud Classification

Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong

Repetitive Activity Counting by Sight and Sound

Yunhua Zhang, Ling Shao, Cees G. M. Snoek

DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions

Yuntao Qu, Shasha Mo, Jianwei Niu

NeX: Real-Time View Synthesis With Neural Basis Expansion

Suttisak Wizadwongsa, Pakkapon Phongthawee, Jiraphon Yenphraphai, Supasorn Suwajanakorn

Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation

Dohun Lim, Hyeonseok Lee, Sungchan Kim

Lighting, Reflectance and Geometry Estimation From 360deg Panoramic Stereo

Junxuan Li, Hongdong Li, Yasuyuki Matsushita

Invertible Image Signal Processing

Yazhou Xing, Zian Qian, Qifeng Chen

Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association

Peisong Wen, Qianqian Xu, Yangbangyan Jiang, Zhiyong Yang, Yuan He

Progressive Semantic-Aware Style Transformation for Blind Face Restoration

Chaofeng Chen, Xiaoming Li, Lingbo Yang, Xianhui Lin, Lei Zhang

Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors

Jan Bechtold, Maxim Tatarchenko, Volker Fischer, Thomas Brox

Neural Deformation Graphs for Globally-Consistent Non-Rigid Reconstruction

Aljaz Bozic, Pablo Palafox, Michael Zollhöfer, Justus Thies, Angela Dai

MagDR: Mask-Guided Detection and Reconstruction for Defending Deepfakes

Zhikai Chen, Lingxi Xie, Shanmin Pang, Yong He, Bo Zhang

Adversarial Robustness Across Representation Spaces

Pranjal Awasthi, George Yu, Chun-Sung Ferng, Andrew Tomkins, Da-Cheng Juan

FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation

Yair Kittenplon, Yonina C. Eldar, Dan Raviv

Towards Diverse Paragraph Captioning for Untrimmed Videos

Yuqing Song, Shizhe Chen, Qin Jin

CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning

CHEN WEI, Kihyuk Sohn, Clayton Mellina, Alan Yuille, Fan Yang

Fusing the Old with the New: Learning Relative Camera Pose with Geometry-Guided Uncertainty

Bingbing Zhuang, Manmohan Chandraker

Multi-View Multi-Person 3D Pose Estimation With Plane Sweep Stereo

Jiahao Lin, Gim Hee Lee

Towards High Fidelity Face Relighting With Realistic Shadows

Andrew Hou, Ze Zhang, Michel Sarkis, Ning Bi, Yiying Tong

Double Low-Rank Representation With Projection Distance Penalty for Clustering

Zhiqiang Fu, Yao Zhao, Dongxia Chang, Xingxing Zhang, Yiming Wang

Patch-VQ: 'Patching Up' the Video Quality Problem

Zhenqiang Ying, Maniratnam Mandal, Deepti Ghadiyaram, Alan Bovik

Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation

Nikita Araslanov, Stefan Roth

Nighttime Visibility Enhancement by Increasing the Dynamic Range and Suppression of Light Effects

Aashish Sharma, Robby T. Tan

QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks

Vladimir Kryzhanovskiy, Gleb Balitskiy, Nikolay Kozyrskiy, Aleksandr Zuruev

Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging

Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide

Positional Encoding As Spatial Inductive Bias in GANs

Rui Xu, Xintao Wang, Kai Chen, Bolei Zhou, Chen Change Loy

ID-Unet: Iterative Soft and Hard Deformation for View Synthesis

Mingyu Yin, Li Sun, Qingli Li

Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition

Enrique Sanchez, Mani Kumar Tellamekala, Michel Valstar, Georgios Tzimiropoulos

TediGAN: Text-Guided Diverse Face Image Generation and Manipulation

Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu

Mixed-Privacy Forgetting in Deep Networks

Aditya Golatkar, Alessandro Achille, Avinash Ravichandran, Marzia Polito, Stefano Soatto

High-Fidelity Face Tracking for AR/VR via Deep Lighting Adaptation

Lele Chen, Chen Cao, Fernando De la Torre, Jason Saragih, Chenliang Xu

From Semantic Categories to Fixations: A Novel Weakly-Supervised Visual-Auditory Saliency Detection Approach

Guotao Wang, Chenglizhao Chen, Deng-Ping Fan, Aimin Hao, Hong Qin

Rethinking the Heatmap Regression for Bottom-Up Human Pose Estimation

zhengxiong luo, Zhicheng Wang, Yan Huang, Liang Wang, Tieniu Tan

StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

Zongze Wu, Dani Lischinski, Eli Shechtman

GANmut: Learning Interpretable Conditional Space for Gamut of Emotions

Stefano d'Apolito, Danda Pani Paudel, Zhiwu Huang, Andres Romero, Luc Van Gool

Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

Abulikemu Abuduweili, Xingjian Li, Humphrey Shi, Cheng-Zhong Xu, Dejing Dou

Adversarial Imaging Pipelines

Buu Phan, Fahim Mannan, Felix Heide

Unsupervised Part Segmentation Through Disentangling Appearance and Shape

Shilong Liu, Lei Zhang, Xiao Yang, Hang Su, Jun Zhu

Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing

Yuanyuan Yuan, Shuai Wang, Mingyue Jiang, Tsong Yueh Chen

Im2Vec: Synthesizing Vector Graphics Without Vector Supervision

Pradyumna Reddy, MICHAEL GHARBI, Michal Lukac, Niloy J. Mitra

DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation

Yufan He, Dong Yang, Holger Roth, Can Zhao, Daguang Xu

Tackling the Ill-Posedness of Super-Resolution Through Adaptive Target Generation

Younghyun Jo, Seoung Wug Oh, Peter Vajda, Seon Joo Kim

DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation

Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang

RefineMask: Towards High-Quality Instance Segmentation With Fine-Grained Features

Gang Zhang, Xin Lu, Jingru Tan, Jianmin Li, Zhaoxiang Zhang

Adaptive Prototype Learning and Allocation for Few-Shot Segmentation

Gen Li, Varun Jampani, Laura Sevilla-Lara, Deqing Sun, Jonghyun Kim

Information-Theoretic Segmentation by Inpainting Error Maximization

Pedro Savarese, Sunnie S. Y. Kim, Michael Maire, Greg Shakhnarovich, David Mcallester

Temporal Context Aggregation Network for Temporal Action Proposal Refinement

Zhiwu Qing, Haisheng Su, Weihao Gan, Dongliang Wang, Wei Wu

Uncertainty-Aware Camera Pose Estimation From Points and Lines

Alexander Vakhitov, Luis Ferraz, Antonio Agudo, Francesc Moreno-Noguer

Zero-Shot Single Image Restoration Through Controlled Perturbation of Koschmieder's Model

Aupendu Kar, Sobhan Kanti Dhara, Debashis Sen, Prabir Kumar Biswas

Temporal Modulation Network for Controllable Space-Time Video Super-Resolution

Gang Xu, Jun Xu, Zhen Li, Liang Wang, Xing Sun

Learning Triadic Belief Dynamics in Nonverbal Communication From Videos

Lifeng Fan, Shuwen Qiu, Zilong Zheng, Tao Gao, Song-chun Zhu

Uncertainty Reduction for Model Adaptation in Semantic Segmentation

Prabhu Teja S, Francois Fleuret

Fingerspelling Detection in American Sign Language

Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu

RGB-D Local Implicit Function for Depth Completion of Transparent Objects

Luyang Zhu, Arsalan Mousavian, Yu Xiang, Hammad Mazhar, Jozef van Eenbergen

Thinking Fast and Slow: Efficient Text-to-Visual Retrieval With Transformers

Antoine Miech, Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic, Andrew Zisserman

CoSMo: Content-Style Modulation for Image Retrieval With Text Feedback

Seungmin Lee, Dongwan Kim, Bohyung Han

Semi-Supervised Synthesis of High-Resolution Editable Textures for 3D Humans

Bindita Chaudhuri, Nikolaos Sarafianos, Linda Shapiro, Tony Tung

Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation

Mengyao Zhai, Lei Chen, Greg Mori

clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation

Suprosanna Shit, Johannes C. Paetzold, Anjany Sekuboyina, Ivan Ezhov, Alexander Unger

Deep Lucas-Kanade Homography for Multimodal Image Alignment

Yiming Zhao, Xinming Huang, Ziming Zhang