CVPR 2021

1,660 papers

Anycost GANs for Interactive Image Synthesis and Editing

Ji Lin, Richard Zhang, Frieder Ganz, Song Han, Jun-Yan Zhu

Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning

Zhixiang Chi, Yang Wang, Yuanhao Yu, Jin Tang

CapsuleRRT: Relationships-Aware Regression Tracking via Capsules

Ding Ma, Xiangqian Wu

End-to-End Human Pose and Mesh Reconstruction with Transformers

Kevin Lin, Lijuan Wang, Zicheng Liu

Self-Supervised Visibility Learning for Novel View Synthesis

Yujiao Shi, Hongdong Li, Xin Yu

Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation

Mingi Ji, Seungjae Shin, Seunghyun Hwang, Gibeom Park, Il-chul Moon

Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE

Jialun Peng, Dong Liu, Songcen Xu, Houqiang Li

Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting

Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Yongxin Yang, Timothy M. Hospedales, Tao Xiang

Continual Learning via Bit-Level Information Preserving

Yujun Shi, Li Yuan, Yunpeng Chen, Jiashi Feng

Deep Stable Learning for Out-of-Distribution Generalization

Xingxuan Zhang, Peng Cui, Renzhe Xu, Linjun Zhou, Yue He

PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation

Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng

Spatially-Adaptive Pixelwise Networks for Fast Image Translation

Tamar Rott Shaham, MICHAEL GHARBI, Richard Zhang, Eli Shechtman, Tomer Michaeli

We Are More Than Our Joints: Predicting How 3D Bodies Move

Yan Zhang, Michael J. Black, Siyu Tang

Multi-Shot Temporal Event Localization: A Benchmark

Xiaolong Liu, Yao Hu, Song Bai, Fei Ding, Xiang Bai

How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections?

Kartikeya Bhardwaj, Guihong Li, Radu Marculescu

End-to-End Human Object Interaction Detection With HOI Transformer

Cheng Zou, Bohan Wang, Yue Hu, Junqi Liu, Qian Wu

Dense Relation Distillation With Context-Aware Aggregation for Few-Shot Object Detection

Hanzhe Hu, Shuai Bai, Aoxue Li, Jinshi Cui, Liwei Wang

Iso-Points: Optimizing Neural Implicit Surfaces With Hybrid Representations

Wang Yifan, Shihao Wu, Cengiz Oztireli, Olga Sorkine-hornung

Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models

Benjamin Eckart, Wentao Yuan, Chao Liu, Jan Kautz

BASAR:Black-Box Attack on Skeletal Action Recognition

Yunfeng Diao, Tianjia Shao, Yong-Liang Yang, Kun Zhou, He Wang

Capsule Network Is Not More Robust Than Convolutional Network

Jindong Gu, Volker Tresp, Han Hu

Extreme Rotation Estimation Using Dense Correlation Volumes

Ruojin Cai, Bharath Hariharan, Noah Snavely, Hadar Averbuch-Elor

Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging

Alvaro Parra, Shin-Fang Chng, Tat-jun Chin, Anders Eriksson, Ian Reid

Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation

Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou

AGORA: Avatars in Geography Optimized for Regression Analysis

Priyanka Patel, Chun-Hao P. Huang, Joachim Tesch, David T. Hoffmann, Shashank Tripathi

Generalized Domain Adaptation

Yu Mitsuzumi, Go Irie, Daiki Ikami, Takashi Shibata

Defending Multimodal Fusion Models Against Single-Source Adversaries

Karren Yang, Wan-Yi Lin, Manash Barman, Filipe Condessa, Zico Kolter

ZeroScatter: Domain Transfer for Long Distance Imaging and Vision Through Scattering Media

Zheng Shi, Ethan Tseng, Mario Bijelic, Werner Ritter, Felix Heide

UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering

Mohamed El Banani, Luya Gao, Justin Johnson

SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation

Siqi Fan, Qiulei Dong, Fenghua Zhu, Yisheng Lv, Peijun Ye

Surrogate Gradient Field for Latent Space Manipulation

Minjun Li, Yanghua Jin, Huachun Zhu

Takumi Kobayashi

Convolutional Neural Network Pruning With Structural Redundancy Reduction

Zi Wang, Chengcheng Li, Xiangyang Wang

Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition

Valentin Deschaintre, Yiming Lin, Abhijeet Ghosh

Shape and Material Capture at Home

Daniel Lichy, Jiaye Wu, Soumyadip Sengupta, David W. Jacobs

Towards Long-Form Video Understanding

Chao-Yuan Wu, Philipp Krähenbühl

Neural Architecture Search With Random Labels

Xuanyang Zhang, Pengfei Hou, Xiangyu Zhang, Jian Sun

Style-Based Point Generator With Adversarial Rendering for Point Cloud Completion

Chulin Xie, Chuxin Wang, Bo Zhang, Hao Yang, Dong Chen

Generic Perceptual Loss for Modeling Structured Output Dependencies

Yifan liu, Hao Chen, Yu Chen, Wei Yin, Chunhua Shen

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

Shancheng Fang, Hongtao Xie, Yuxin Wang, Zhendong Mao, Yongdong Zhang

HumanGPS: Geodesic PreServing Feature for Dense Human Correspondences

Feitong Tan, Danhang Tang, Mingsong Dou, Kaiwen Guo, Rohit Pandey

Prioritized Architecture Sampling With Monto-Carlo Tree Search

Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang

PGT: A Progressive Method for Training Models on Long Videos

Bo Pang, Gao Peng, Yizhuo Li, Cewu Lu

Benchmarking Representation Learning for Natural World Image Collections

Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie

Fully Convolutional Networks for Panoptic Segmentation

Yanwei Li, Hengshuang Zhao, Xiaojuan Qi, Liwei Wang, Zeming Li

Towards Robust Classification Model by Counterfactual and Invariant Data Generation

Chun-Hao Chang, George Alexandru Adam, Anna Goldenberg

Scale-Aware Automatic Augmentation for Object Detection

Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu

Rectification-Based Knowledge Retention for Continual Learning

Pravendra Singh, Pratik Mazumder, Piyush Rai, Vinay P. Namboodiri

Multi-View 3D Reconstruction of a Texture-Less Smooth Surface of Unknown Generic Reflectance

Ziang Cheng, Hongdong Li, Yuta Asano, Yinqiang Zheng, Imari Sato

How Privacy-Preserving Are Line Clouds? Recovering Scene Details From 3D Lines

Kunal Chelani, Fredrik Kahl, Torsten Sattler

Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision

Zhenzhen Weng, Mehmet Giray Ogut, Shai Limonchik, Serena Yeung

Extreme Low-Light Environment-Driven Image Denoising Over Permanently Shadowed Lunar Regions With a Physical Noise Model

Ben Moseley, Valentin Bickel, Ignacio G. Lopez-Francos, Loveneesh Rana

Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food

Quin Thames, Arjun Karpur, Wade Norris, Fangting Xia, Liviu Panait

MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection

Vibashan VS, Vikram Gupta, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel

iMiGUE: An Identity-Free Video Dataset for Micro-Gesture Understanding and Emotion Analysis

Xin Liu, Henglin Shi, Haoyu Chen, Zitong Yu, Xiaobai Li

Lifting 2D StyleGAN for 3D-Aware Face Generation

Yichun Shi, Divyansh Aggarwal, Anil K. Jain

Cross-Modal Contrastive Learning for Text-to-Image Generation

Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang

Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation

Lukas Hoyer, Dengxin Dai, Yuhua Chen, Adrian Koring, Suman Saha

Spherical Confidence Learning for Face Recognition

Shen Li, Jianqing Xu, Xiaqing Xu, Pengcheng Shen, Shaoxin Li

Light Field Super-Resolution With Zero-Shot Learning

Zhen Cheng, Zhiwei Xiong, Chang Chen, Dong Liu, Zheng-Jun Zha

Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity

Zhile Chen, Feng Li, Yuhui Quan, Yong Xu, Hui Ji

DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping

Yanchao Yang, Brian Lai, Stefano Soatto

How Transferable Are Reasoning Patterns in VQA?

Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot

NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis

Pratul P. Srinivasan, Boyang Deng, Xiuming Zhang, Matthew Tancik, Ben Mildenhall

NBNet: Noise Basis Learning for Image Denoising With Subspace Projection

Shen Cheng, Yuzhi Wang, Haibin Huang, Donghao Liu, Haoqiang Fan

Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs

Jianwei Feng, Dong Huang

Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation

Ze Cui, Jing Wang, Shangyin Gao, Tiansheng Guo, Yihui Feng

Composing Photos Like a Photographer

Chaoyi Hong, Shuaiyuan Du, Ke Xian, Hao Lu, Zhiguo Cao

Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation

Binghao Liu, Yao Ding, Jianbin Jiao, Xiangyang Ji, Qixiang Ye

NeuralHumanFVV: Real-Time Neural Volumetric Human Performance Rendering Using RGB Cameras

Xin Suo, Yuheng Jiang, Pei Lin, Yingliang Zhang, Minye Wu

Scan2Cap: Context-Aware Dense Captioning in RGB-D Scans

Zhenyu Chen, Ali Gholami, Matthias Niessner, Angel X. Chang

IQDet: Instance-Wise Quality Distribution Sampling for Object Detection

Yuchen Ma, Songtao Liu, Zeming Li, Jian Sun

SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation

Sanghyun Son, Kyoung Mu Lee

Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation

Gengcong Yang, Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yujiu Yang

A Fourier-Based Framework for Domain Generalization

Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian

Interventional Video Grounding With Dual Contrastive Learning

Guoshun Nan, Rui Qiao, Yao Xiao, Jun Liu, Sicong Leng

SceneGraphFusion: Incremental 3D Scene Graph Prediction From RGB-D Sequences

Shun-Cheng Wu, Johanna Wald, Keisuke Tateno, Nassir Navab, Federico Tombari

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

Xingran Zhou, Bo Zhang, Ting Zhang, Pan Zhang, Jianmin Bao

Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels

Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe

EventZoom: Learning To Denoise and Super Resolve Neuromorphic Events

Peiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma, Boxin Shi

Co-Attention for Conditioned Image Matching

Olivia Wiles, Sebastien Ehrhardt, Andrew Zisserman

ACTION-Net: Multipath Excitation for Action Recognition

Zhengwei Wang, Qi She, Aljosa Smolic

Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation

Yuntong Ye, Yi Chang, Hanyu Zhou, Luxin Yan

Network Pruning via Performance Maximization

Shangqian Gao, Feihu Huang, Weidong Cai, Heng Huang

Masksembles for Uncertainty Estimation

Nikita Durasov, Timur Bagautdinov, Pierre Baque, Pascal Fua

Orthogonal Over-Parameterized Training

Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Liam Paull

RAFT-3D: Scene Flow Using Rigid-Motion Embeddings

Zachary Teed, Jia Deng

A Self-Boosting Framework for Automated Radiographic Report Generation

Zhanyu Wang, Luping Zhou, Lei Wang, Xiu Li

Rethinking Channel Dimensions for Efficient Model Design

Dongyoon Han, Sangdoo Yun, Byeongho Heo, YoungJoon Yoo

Adversarially Adaptive Normalization for Single Domain Generalization

Xinjie Fan, Qifei Wang, Junjie Ke, Feng Yang, Boqing Gong

Shape From Sky: Polarimetric Normal Recovery Under the Sky

Tomoki Ichikawa, Matthew Purri, Ryo Kawahara, Shohei Nobuhara, Kristin Dana

FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation

Yisheng He, Haibin Huang, Haoqiang Fan, Qifeng Chen, Jian Sun

MIST: Multiple Instance Spatial Transformer

Baptiste Angles, Yuhe Jin, Simon Kornblith, Andrea Tagliasacchi, Kwang Moo Yi

Holistic 3D Human and Scene Mesh Estimation From Single View Images

Zhenzhen Weng, Serena Yeung

S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation

Xiaotian Chen, Yuwang Wang, Xuejin Chen, Wenjun Zeng

One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing

Ting-Chun Wang, Arun Mallya, Ming-Yu Liu

Riggable 3D Face Reconstruction via In-Network Optimization

Ziqian Bai, Zhaopeng Cui, Xiaoming Liu, Ping Tan

Dynamic Head: Unifying Object Detection Heads With Attentions

Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu

FaceSec: A Fine-Grained Robustness Evaluation Framework for Face Recognition Systems

Liang Tong, Zhengzhang Chen, Jingchao Ni, Wei Cheng, Dongjin Song

Learning Delaunay Surface Elements for Mesh Reconstruction

Marie-Julie Rakotosaona, Paul Guerrero, Noam Aigerman, Niloy J. Mitra, Maks Ovsjanikov