CVPR 2022

2,074 papers

Crowd Counting in the Frequency Domain

Weibo Shu, Jia Wan, Kay Chen Tan, Sam Kwong, Antoni B. Chan

Nested Collaborative Learning for Long-Tailed Visual Recognition

Jun Li, Zichang Tan, Jun Wan, Zhen Lei, Guodong Guo

Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling

Xumin Yu, Lulu Tang, Yongming Rao, Tiejun Huang, Jie Zhou

Masked Autoencoders Are Scalable Vision Learners

Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár

Focal Sparse Convolutional Networks for 3D Object Detection

Yukang Chen, Yanwei Li, Xiangyu Zhang, Jian Sun, Jiaya Jia

Motion-Modulated Temporal Fragment Alignment Network for Few-Shot Action Recognition

Jiamin Wu, Tianzhu Zhang, Zhe Zhang, Feng Wu, Yongdong Zhang

Perturbed and Strict Mean Teachers for Semi-Supervised Semantic Segmentation

Yuyuan Liu, Yu Tian, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis

Context-Aware Sequence Alignment Using 4D Skeletal Augmentation

Taein Kwon, Bugra Tekin, Siyu Tang, Marc Pollefeys

Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes

Jon Donnelly, Alina Jade Barnett, Chaofan Chen

On the Road to Online Adaptation for Semantic Image Segmentation

Riccardo Volpi, Pau De Jorge, Diane Larlus, Gabriela Csurka

Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans From a Single Camera

Jae Shin Yoon, Duygu Ceylan, Tuanfeng Y. Wang, Jingwan Lu, Jimei Yang

Unifying Panoptic Segmentation for Autonomous Driving

Oliver Zendel, Matthias Schörghuber, Bernhard Rainer, Markus Murschitz, Csaba Beleznai

A Differentiable Two-Stage Alignment Scheme for Burst Image Reconstruction With Large Shift

Shi Guo, Xi Yang, Jianqi Ma, Gaofeng Ren, Lei Zhang

Dual-Key Multimodal Backdoors for Visual Question Answering

Matthew Walmer, Karan Sikka, Indranil Sur, Abhinav Shrivastava, Susmit Jha

Panoptic-PHNet: Towards Real-Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap

Jinke Li, Xiao He, Yang Wen, Yuan Gao, Xiaoqiang Cheng

Out-of-Distribution Generalization With Causal Invariant Transformations

Ruoyu Wang, Mingyang Yi, Zhitang Chen, Shengyu Zhu

Image Dehazing Transformer With Transmission-Aware 3D Position Embedding

Chun-Le Guo, Qixin Yan, Saeed Anwar, Runmin Cong, Wenqi Ren

SMPL-A: Modeling Person-Specific Deformable Anatomy

Hengtao Guo, Benjamin Planche, Meng Zheng, Srikrishna Karanam, Terrence Chen

Affine Medical Image Registration With Coarse-To-Fine Vision Transformer

Tony C. W. Mok, Albert C. S. Chung

HairMapper: Removing Hair From Portraits Using GANs

Yiqian Wu, Yong-Liang Yang, Xiaogang Jin

SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis

Tianyi Chen, Yunfei Zhang, Xiaoyang Huo, Si Wu, Yong Xu

NPBG++: Accelerating Neural Point-Based Graphics

Ruslan Rakhimov, Andrei-Timotei Ardelean, Victor Lempitsky, Evgeny Burnaev

FisherMatch: Semi-Supervised Rotation Regression via Entropy-Based Filtering

Yingda Yin, Yingcheng Cai, He Wang, Baoquan Chen

Mix and Localize: Localizing Sound Sources in Mixtures

Xixi Hu, Ziyang Chen, Andrew Owens

Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives

Xinke Li, Henghui Ding, Zekun Tong, Yuwei Wu, Yeow Meng Chee

Trustworthy Long-Tailed Classification

Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang

Expressive Talking Head Generation With Granular Audio-Visual Control

Borong Liang, Yan Pan, Zhizhi Guo, Hang Zhou, Zhibin Hong

Dynamic 3D Gaze From Afar: Deep Gaze Estimation From Temporal Eye-Head-Body Coordination

Soma Nonaka, Shohei Nobuhara, Ko Nishino

GPV-Pose: Category-Level Object Pose Estimation via Geometry-Guided Point-Wise Voting

Yan Di, Ruida Zhang, Zhiqiang Lou, Fabian Manhardt, Xiangyang Ji

Undoing the Damage of Label Shift for Cross-Domain Semantic Segmentation

Yahao Liu, Jinhong Deng, Jiale Tao, Tong Chu, Lixin Duan

Retrieval-Based Spatially Adaptive Normalization for Semantic Image Synthesis

Yupeng Shi, Xiao Liu, Yuxiang Wei, Zhongqin Wu, Wangmeng Zuo

Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification

Shengcai Liao, Ling Shao

Conditional Prompt Learning for Vision-Language Models

Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

Cross-Modal Representation Learning for Zero-Shot Action Recognition

Chung-Ching Lin, Kevin Lin, Lijuan Wang, Zicheng Liu, Linjie Li

Arbitrary-Scale Image Synthesis

Evangelos Ntavelis, Mohamad Shahbazi, Iason Kastanis, Radu Timofte, Martin Danelljan

TO-FLOW: Efficient Continuous Normalizing Flows With Temporal Optimization Adjoint With Moving Speed

Shian Du, Yihong Luo, Wei Chen, Jian Xu, Delu Zeng

Focal Length and Object Pose Estimation via Render and Compare

Georgy Ponimatkin, Yann Labbé, Bryan Russell, Mathieu Aubry, Josef Sivic

Adversarial Texture for Fooling Person Detectors in the Physical World

Zhanhao Hu, Siyuan Huang, Xiaopei Zhu, Fuchun Sun, Bo Zhang

Multi-Robot Active Mapping via Neural Bipartite Graph Matching

Kai Ye, Siyan Dong, Qingnan Fan, He Wang, Li Yi

GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping

Omid Taheri, Vasileios Choutas, Michael J. Black, Dimitrios Tzionas

Geometric Structure Preserving Warp for Natural Image Stitching

Peng Du, Jifeng Ning, Jiguang Cui, Shaoli Huang, Xinchao Wang

Differentiable Dynamics for Articulated 3D Human Motion Reconstruction

Erik Gärtner, Mykhaylo Andriluka, Erwin Coumans, Cristian Sminchisescu

Learning Trajectory-Aware Transformer for Video Super-Resolution

Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian

A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching

Paul Roetzer, Paul Swoboda, Daniel Cremers, Florian Bernard

SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters

Albert Mosella-Montoro, Javier Ruiz-Hidalgo

Multi-Scale Memory-Based Video Deblurring

Bo Ji, Angela Yao

Partial Class Activation Attention for Semantic Segmentation

Sun-Ao Liu, Hongtao Xie, Hai Xu, Yongdong Zhang, Qi Tian

Unsupervised Domain Generalization by Learning a Bridge Across Domains

Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu-Hussein

Depth-Supervised NeRF: Fewer Views and Faster Training for Free

Kangle Deng, Andrew Liu, Jun-Yan Zhu, Deva Ramanan

A Closer Look at Few-Shot Image Generation

Yunqing Zhao, Henghui Ding, Houjing Huang, Ngai-Man Cheung

Learning Memory-Augmented Unidirectional Metrics for Cross-Modality Person Re-Identification

Jialun Liu, Yifan Sun, Feng Zhu, Hongbin Pei, Yi Yang

RSTT: Real-Time Spatial Temporal Transformer for Space-Time Video Super-Resolution

Zhicheng Geng, Luming Liang, Tianyu Ding, Ilya Zharkov

On Generalizing Beyond Domains in Cross-Domain Continual Learning

Christian Simon, Masoud Faraki, Yi-Hsuan Tsai, Xiang Yu, Samuel Schulter

Cross-Modal Perceptionist: Can Face Geometry Be Gleaned From Voices?

Cho-Ying Wu, Chin-Cheng Hsu, Ulrich Neumann

More Than Words: In-the-Wild Visually-Driven Prosody for Text-to-Speech

Michael Hassid, Michelle Tadmor Ramanovich, Brendan Shillingford, Miaosen Wang, Ye Jia

Robust Contrastive Learning Against Noisy Views

Ching-Yao Chuang, R Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi

Towards Efficient Data Free Black-Box Adversarial Attack

Jie Zhang, Bo Li, Jianghe Xu, Shuang Wu, Shouhong Ding

Context-Aware Video Reconstruction for Rolling Shutter Cameras

Bin Fan, Yuchao Dai, Zhiyuan Zhang, Qi Liu, Mingyi He

Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation

Huan Gao, Jichang Guo, Guoli Wang, Qian Zhang

Adaptive Early-Learning Correction for Segmentation From Noisy Annotations

Sheng Liu, Kangning Liu, Weicheng Zhu, Yiqiu Shen, Carlos Fernandez-Granda

Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning

Kai Zhu, Wei Zhai, Yang Cao, Jiebo Luo, Zheng-Jun Zha

Transformer Based Line Segment Classifier With Image Context for Real-Time Vanishing Point Detection in Manhattan World

Xin Tong, Xianghua Ying, Yongjie Shi, Ruibin Wang, Jinfa Yang

Kernelized Few-Shot Object Detection With Efficient Integral Aggregation

Shan Zhang, Lei Wang, Naila Murray, Piotr Koniusz

A Brand New Dance Partner: Music-Conditioned Pluralistic Dancing Controlled by Multiple Dance Genres

Jinwoo Kim, Heeseok Oh, Seongjean Kim, Hoseok Tong, Sanghoon Lee

Talking Face Generation With Multilingual TTS

Hyoung-Kyu Song, Sang Hoon Woo, Junhyeok Lee, Seungmin Yang, Hyunjae Cho

Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations

Mostofa Rafid Uddin, Gregory Howe, Xiangrui Zeng, Min Xu

Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition

Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao

Ditto: Building Digital Twins of Articulated Objects From Interaction

Zhenyu Jiang, Cheng-Chun Hsu, Yuke Zhu

RNNPose: Recurrent 6-DoF Object Pose Refinement With Robust Correspondence Field Estimation and Pose Optimization

Yan Xu, Kwan-Yee Lin, Guofeng Zhang, Xiaogang Wang, hongsheng Li

Debiased Learning From Naturally Imbalanced Pseudo-Labels

Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu

Long-Term Visual Map Sparsification With Heterogeneous GNN

Ming-Fang Chang, Yipu Zhao, Rajvi Shah, Jakob J. Engel, Michael Kaess

Class-Aware Contrastive Semi-Supervised Learning

Fan Yang, Kai WU, Shuyi Zhang, GUANNAN JIANG, Yong Liu

Towards Accurate Facial Landmark Detection via Cascaded Transformers

Hui Li, Zidong Guo, Seon-Min Rhee, Seungju Han, Jae-Joon Han

Active Learning by Feature Mixing

Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Gholamreza (Reza) Haffari, Anton van den Hengel

ViM: Out-of-Distribution With Virtual-Logit Matching

Haoqi Wang, Zhizhong Li, Litong Feng, Wayne Zhang

Deep Image-Based Illumination Harmonization

Zhongyun Bao, Chengjiang Long, Gang Fu, Daquan Liu, Yuanzhen Li

The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy

Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang

A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration

Ramya Hebbalaguppe, Jatin Prakash, Neelabh Madan, Chetan Arora

Learning Based Multi-Modality Image and Video Compression

Guo Lu, Tianxiong Zhong, Jing Geng, Qiang Hu, Dong Xu

Rethinking Visual Geo-Localization for Large-Scale Applications

Gabriele Berton, Carlo Masone, Barbara Caputo

RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising

Michael Schelling, Pedro Hermosilla, Timo Ropinski

HVH: Learning a Hybrid Neural Volumetric Representation for Dynamic Hair Performance Capture

Ziyan Wang, Giljoo Nam, Tuur Stuyck, Stephen Lombardi, Michael Zollhöfer

UCC: Uncertainty Guided Cross-Head Co-Training for Semi-Supervised Semantic Segmentation

Jiashuo Fan, Bin Gao, Huan Jin, Lihui Jiang

Look Back and Forth: Video Super-Resolution With Explicit Temporal Difference Modeling

Takashi Isobe, Xu Jia, Xin Tao, Changlin Li, Ruihuang Li

Certified Patch Robustness via Smoothed Vision Transformers

Hadi Salman, Saachi Jain, Eric Wong, Aleksander Madry

Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training

Theodoros Tsiligkaridis, Jay Roberts

Human Hands As Probes for Interactive Object Understanding

Mohit Goyal, Sahil Modi, Rishabh Goyal, Saurabh Gupta

Learning Local Displacements for Point Cloud Completion

Yida Wang, David Joseph Tan, Nassir Navab, Federico Tombari

Thin-Plate Spline Motion Model for Image Animation

Jian Zhao, Hui Zhang

SimVQA: Exploring Simulated Environments for Visual Question Answering

Paola Cascante-Bonilla, Hui Wu, Letao Wang, Rogerio S. Feris, Vicente Ordonez

LD-ConGR: A Large RGB-D Video Dataset for Long-Distance Continuous Gesture Recognition

Dan Liu, Libo Zhang, Yanjun Wu

Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures With Uncalibrated Stereo Data

Nikolay Patakin, Anna Vorontsova, Mikhail Artemyev, Anton Konushin

Bring Evanescent Representations to Life in Lifelong Class Incremental Learning

Marco Toldo, Mete Ozay

FaceVerse: A Fine-Grained and Detail-Controllable 3D Face Morphable Model From a Hybrid Dataset

Lizhen Wang, Zhiyuan Chen, Tao Yu, Chenguang Ma, Liang Li

Instance Segmentation With Mask-Supervised Polygonal Boundary Transformers

Justin Lazarow, Weijian Xu, Zhuowen Tu

GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation

Pranjay Shyam, Kyung-Soo Kim, Kuk-Jin Yoon

Semantic Segmentation by Early Region Proxy

Yifan Zhang, Bo Pang, Cewu Lu

Object-Relation Reasoning Graph for Action Recognition

Yangjun Ou, Li Mi, Zhenzhong Chen

EASE: Unsupervised Discriminant Subspace Learning for Transductive Few-Shot Learning

Hao Zhu, Piotr Koniusz

Critical Regularizations for Neural Surface Reconstruction in the Wild

Jingyang Zhang, Yao Yao, Shiwei Li, Tian Fang, David McKinnon