CVPR 2022

2,074 papers

Not All Labels Are Equal: Rationalizing the Labeling Costs for Training Object Detection

Ismail Elezi, Zhiding Yu, Anima Anandkumar, Laura Leal-Taixé, Jose M. Alvarez

DyRep: Bootstrapping Training With Dynamic Re-Parameterization

Tao Huang, Shan You, Bohan Zhang, Yuxuan Du, Fei Wang

Collaborative Transformers for Grounded Situation Recognition

Junhyeong Cho, Youngseok Yoon, Suha Kwak

HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction

Yunze Liu, Yun Liu, Che Jiang, Kangbo Lyu, Weikang Wan

NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition

Hao Liu, Xinghua Jiang, Xin Li, Zhimin Bao, Deqiang Jiang

Simple but Effective: CLIP Embeddings for Embodied AI

Apoorv Khandelwal, Luca Weihs, Roozbeh Mottaghi, Aniruddha Kembhavi

BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation

Wenqiao Zhang, LEI ZHU, James Hallinan, Shengyu Zhang, Andrew Makmur

Reflection and Rotation Symmetry Detection via Equivariant Learning

Ahyun Seo, Byungjin Kim, Suha Kwak, Minsu Cho

Vision-Language Pre-Training for Boosting Scene Text Detectors

Sibo Song, Jianqiang Wan, Zhibo Yang, Jun Tang, Wenqing Cheng

The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions

Dominik Muhle, Lukas Koestler, Nikolaus Demmel, Florian Bernard, Daniel Cremers

Habitat-Web: Learning Embodied Object-Search Strategies From Human Demonstrations at Scale

Ram Ramrakhya, Eric Undersander, Dhruv Batra, Abhishek Das

FS6D: Few-Shot 6D Pose Estimation of Novel Objects

Yisheng He, Yao Wang, Haoqiang Fan, Jian Sun, Qifeng Chen

Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution

Xiaoqian Xu, Pengxu Wei, Weikai Chen, Yang Liu, Mingzhi Mao

TVConv: Efficient Translation Variant Convolution for Layout-Aware Visual Processing

Jierun Chen, Tianlang He, Weipeng Zhuo, Li Ma, Sangtae Ha

Learning Video Representations of Human Motion From Synthetic Data

Xi Guo, Wei Wu, Dongliang Wang, Jing Su, Haisheng Su

Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation

Nan Xue, Tianfu Wu, Gui-Song Xia, Liangpei Zhang

Proto2Proto: Can You Recognize the Car, the Way I Do?

Monish Keswani, Sriranjani Ramakrishnan, Nishant Reddy, Vineeth N Balasubramanian

Distillation Using Oracle Queries for Transformer-Based Human-Object Interaction Detection

Xian Qu, Changxing Ding, Xingao Li, Xubin Zhong, Dacheng Tao

Faithful Extreme Rescaling via Generative Prior Reciprocated Invertible Representations

Zhixuan Zhong, Liangyu Chai, Yang Zhou, Bailin Deng, Jia Pan

Bailando: 3D Dance Generation by Actor-Critic GPT With Choreographic Memory

Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang

Propagation Regularizer for Semi-Supervised Learning With Extremely Scarce Labeled Samples

Noo-ri Kim, Jee-Hyong Lee

Does Robustness on ImageNet Transfer to Downstream Tasks?

Yutaro Yamada, Mayu Otani

Robust Egocentric Photo-Realistic Facial Expression Transfer for Virtual Reality

Amin Jourabloo, Fernando De la Torre, Jason Saragih, Shih-En Wei, Stephen Lombardi

Hierarchical Self-Supervised Representation Learning for Movie Understanding

Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo

DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition

Thanh-Dat Truong, Quoc-Huy Bui, Chi Nhan Duong, Han-Seok Seo, Son Lam Phung

Transferability Estimation Using Bhattacharyya Class Separability

Michal Pándy, Andrea Agostinelli, Jasper Uijlings, Vittorio Ferrari, Thomas Mensink

Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis

Albert Tseng, Jennifer J. Sun, Yisong Yue

VisCUIT: Visual Auditor for Bias in CNN Image Classifier

Seongmin Lee, Zijie J. Wang, Judy Hoffman, Duen Horng (Polo) Chau

Exploring Endogenous Shift for Cross-Domain Detection: A Large-Scale Benchmark and Perturbation Suppression Network

Renshuai Tao, Hainan Li, Tianbo Wang, Yanlu Wei, Yifu Ding

Robust Combination of Distributed Gradients Under Adversarial Perturbations

Kwang In Kim

Source-Free Domain Adaptation via Distribution Estimation

Ning Ding, Yixing Xu, Yehui Tang, Chao Xu, Yunhe Wang

ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes

Rahul Sajnani, Adrien Poulenard, Jivitesh Jain, Radhika Dua, Leonidas J. Guibas

A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes

Mazda Moayeri, Phillip Pope, Yogesh Balaji, Soheil Feizi

HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet

Cheng Peng, Andriy Myronenko, Ali Hatamizadeh, Vishwesh Nath, Md Mahfuzur Rahman Siddiquee

Neural Convolutional Surfaces

Luca Morreale, Noam Aigerman, Paul Guerrero, Vladimir G. Kim, Niloy J. Mitra

Improving GAN Equilibrium by Raising Spatial Awareness

Jianyuan Wang, Ceyuan Yang, Yinghao Xu, Yujun Shen, Hongdong Li

FMCNet: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification

Qiang Zhang, Changzhou Lai, Jianan Liu, Nianchang Huang, Jungong Han

Progressive End-to-End Object Detection in Crowded Scenes

Anlin Zheng, Yuang Zhang, Xiangyu Zhang, Xiaojuan Qi, Jian Sun

Beyond Fixation: Dynamic Window Visual Transformer

Pengzhen Ren, Changlin Li, Guangrun Wang, Yun Xiao, Qing Du

SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization

Yucheng Hang, bin xia, Wenming Yang, Qingmin Liao

PhyIR: Physics-Based Inverse Rendering for Panoramic Indoor Images

Zhen Li, Lingli Wang, Xiang Huang, Cihui Pan, Jiaqi Yang

Finding Good Configurations of Planar Primitives in Unorganized Point Clouds

Mulin Yu, Florent Lafarge

Blind Image Super-Resolution With Elaborate Degradation Modeling on Noise and Kernel

Zongsheng Yue, Qian Zhao, Jianwen Xie, Lei Zhang, Deyu Meng

NeRFReN: Neural Radiance Fields With Reflections

Yuan-Chen Guo, Di Kang, Linchao Bao, Yu He, Song-Hai Zhang

Look Closer To Supervise Better: One-Shot Font Generation via Component-Based Discriminator

Yuxin Kong, Canjie Luo, Weihong Ma, Qiyuan Zhu, Shenggao Zhu

Dimension Embeddings for Monocular 3D Object Detection

Yunpeng Zhang, Wenzhao Zheng, Zheng Zhu, Guan Huang, Dalong Du

PhysFormer: Facial Video-Based Physiological Measurement With Temporal Difference Transformer

Zitong Yu, Yuming Shen, Jingang Shi, Hengshuang Zhao, Philip H.S. Torr

Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning

Matias Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding

Balanced MSE for Imbalanced Visual Regression

Jiawei Ren, Mingyuan Zhang, Cunjun Yu, Ziwei Liu

UnweaveNet: Unweaving Activity Stories

Will Price, Carl Vondrick, Dima Damen

Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation

Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng

An Iterative Quantum Approach for Transformation Estimation From Point Sets

Natacha Kuete Meli, Florian Mannel, Jan Lellmann

Towards Real-World Navigation With Deep Differentiable Planners

Shu Ishida, João F. Henriques

DoubleField: Bridging the Neural Surface and Radiance Fields for High-Fidelity Human Reconstruction and Rendering

Ruizhi Shao, Hongwen Zhang, He Zhang, Mingjia Chen, Yan-Pei Cao

Whose Track Is It Anyway? Improving Robustness to Tracking Errors With Affinity-Based Trajectory Prediction

Xinshuo Weng, Boris Ivanovic, Kris Kitani, Marco Pavone

TemporalUV: Capturing Loose Clothing With Temporally Coherent UV Coordinates

You Xie, Huiqi Mao, Angela Yao, Nils Thuerey

Egocentric Prediction of Action Target in 3D

Yiming Li, Ziang Cao, Andrew Liang, Benjamin Liang, Luoyao Chen

Deblur-NeRF: Neural Radiance Fields From Blurry Images

Li Ma, Xiaoyu Li, Jing Liao, Qi Zhang, Xuan Wang

GIFS: Neural Implicit Function for General Shape Representation

Jianglong Ye, Yuntao Chen, Naiyan Wang, Xiaolong Wang

Video Frame Interpolation With Transformer

Liying Lu, Ruizheng Wu, Huaijia Lin, Jiangbo Lu, Jiaya Jia

iPLAN: Interactive and Procedural Layout Planning

Feixiang He, Yanlong Huang, He Wang

RendNet: Unified 2D/3D Recognizer With Latent Space Rendering

Ruoxi Shi, XINYANG JIANG, Caihua Shan, Yansen Wang, Dongsheng Li

Multi-Level Feature Learning for Contrastive Multi-View Clustering

Jie Xu, Huayi Tang, Yazhou Ren, Liang Peng, Xiaofeng Zhu

SwinTextSpotter: Scene Text Spotting via Better Synergy Between Text Detection and Text Recognition

Mingxin Huang, Yuliang Liu, Zhenghao Peng, Chongyu Liu, Dahua Lin

GAN-Supervised Dense Visual Alignment

William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros

SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Color Editing

Jing Shi, Ning Xu, Haitian Zheng, Alex Smith, Jiebo Luo

TCTrack: Temporal Contexts for Aerial Tracking

Ziang Cao, Ziyuan Huang, Liang Pan, Shiwei Zhang, Ziwei Liu

Human Instance Matting via Mutual Guidance and Multi-Instance Refinement

Yanan Sun, Chi-Keung Tang, Yu-Wing Tai

Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes

Dongkwon Jin, Wonhui Park, Seong-Gyun Jeong, Heeyeon Kwon, Chang-Su Kim

Topology Preserving Local Road Network Estimation From Single Onboard Camera Image

Yigit Baran Can, Alexander Liniger, Danda Pani Paudel, Luc Van Gool

A Hybrid Quantum-Classical Algorithm for Robust Fitting

Anh-Dzung Doan, Michele Sasdelli, David Suter, Tat-jun Chin

Self-Supervised Neural Articulated Shape and Appearance Models

Fangyin Wei, Rohan Chabra, Lingni Ma, Christoph Lassner, Michael Zollhöfer

Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence

Zhihong Pan, Baopu Li, Dongliang He, Mingde Yao, Wenhao Wu

Dual-Generator Face Reenactment

Gee-Sern Hsu, Chun-Hung Tsai, Hung-Yi Wu

Stable Long-Term Recurrent Video Super-Resolution

Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck

MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation

Inkyu Shin, Yi-Hsuan Tsai, Bingbing Zhuang, Samuel Schulter, Buyu Liu

Dynamic Sparse R-CNN

Qinghang Hong, Fengming Liu, Dong Li, Ji Liu, Lu Tian

A Unified Model for Line Projections in Catadioptric Cameras With Rotationally Symmetric Mirrors

Pedro Miraldo, Jose Pedro Iglesias

Homography Loss for Monocular 3D Object Detection

Jiaqi Gu, Bojian Wu, Lubin Fan, Jianqiang Huang, Shen Cao

High-Resolution Image Harmonization via Collaborative Dual Transformations

Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao

Cross-Architecture Self-Supervised Video Representation Learning

Sheng Guo, Zihua Xiong, Yujie Zhong, Limin Wang, Xiaobo Guo

Decoupling Makes Weakly Supervised Local Feature Better

Kunhong Li, Longguang Wang, Li Liu, Qing Ran, Kai Xu

Pyramid Architecture for Multi-Scale Processing in Point Cloud Segmentation

Dong Nie, Rui Lan, Ling Wang, Xiaofeng Ren

Few-Shot Object Detection With Fully Cross-Transformer

Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-fu Chang

DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow

Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu

NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration

Yifan Wu, Tom Z. Jiahao, Jiancong Wang, Paul A. Yushkevich, M. Ani Hsieh

Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees

Binghui Wang, Youqi Li, Pan Zhou

Slimmable Domain Adaptation

Rang Meng, Weijie Chen, Shicai Yang, Jie Song, Luojun Lin

Balanced Contrastive Learning for Long-Tailed Visual Recognition

Jianggang Zhu, Zheng Wang, Jingjing Chen, Yi-Ping Phoebe Chen, Yu-Gang Jiang

Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition

Junho Kim, Inwoo Hwang, Young Min Kim

Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding

Xianzheng Ma, Zhixiang Wang, Yacheng Zhan, Yinqiang Zheng, Zheng Wang

Targeted Supervised Contrastive Learning for Long-Tailed Recognition

Tianhong Li, Peng Cao, Yuan Yuan, Lijie Fan, Yuzhe Yang

360-Attack: Distortion-Aware Perturbations From Perspective-Views

Yunjian Zhang, Yanwei Liu, Jinxia Liu, Jingbo Miao, Antonios Argyriou

Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields

Dor Verbin, Peter Hedman, Ben Mildenhall, Todd Zickler, Jonathan T. Barron

ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation

Ruibin Wang, Yibo Yang, Dacheng Tao

CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields

Can Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao

Learning To Collaborate in Decentralized Learning of Personalized Models

Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao

Multi-View Depth Estimation by Fusing Single-View Depth Probability With Multi-View Geometry

Gwangbin Bae, Ignas Budvytis, Roberto Cipolla

UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection

Hyolim Kang, Jinwoo Kim, Taehyun Kim, Seon Joo Kim

Learning From Pixel-Level Noisy Label: A New Perspective for Light Field Saliency Detection

Mingtao Feng, Kendong Liu, Liang Zhang, Hongshan Yu, Yaonan Wang