CVPR 2022

2,074 papers

Using 3D Topological Connectivity for Ghost Particle Reduction in Flow Reconstruction

Christina Tsalicoglou, Thomas Rösgen

Perception Prioritized Training of Diffusion Models

Jooyoung Choi, Jungbeom Lee, Chaehun Shin, Sungwon Kim, Hyunwoo Kim

GCFSR: A Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors

Jingwen He, Wu Shi, Kai Chen, Lean Fu, Chao Dong

Learning To Anticipate Future With Dynamic Context Removal

Xinyu Xu, Yong-Lu Li, Cewu Lu

ARCS: Accurate Rotation and Correspondence Search

Liangzu Peng, Manolis C. Tsakiris, René Vidal

Novel Class Discovery in Semantic Segmentation

Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee

Weakly-Supervised Generation and Grounding of Visual Descriptions With Conditional Generative Models

Effrosyni Mavroudi, René Vidal

CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation

Qihang Yu, Huiyu Wang, Dahun Kim, Siyuan Qiao, Maxwell Collins

Semi-Supervised Few-Shot Learning via Multi-Factor Clustering

Jie Ling, Lei Liao, Meng Yang, Jia Shuai

Revisiting Document Image Dewarping by Grid Regularization

Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao

GeoEngine: A Platform for Production-Ready Geospatial Research

Sagar Verma, Siddharth Gupta, Hal Shin, Akash Panigrahi, Shubham Goswami

LiDARCap: Long-Range Marker-Less 3D Human Motion Capture With LiDAR Point Clouds

Jialian Li, Jingyi Zhang, Zhiyong Wang, Siqi Shen, Chenglu Wen

DR.VIC: Decomposition and Reasoning for Video Individual Counting

Tao Han, LEI BAI, Junyu Gao, Qi Wang, Wanli Ouyang

RepMLPNet: Hierarchical Vision MLP With Re-Parameterized Locality

Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Jungong Han, guiguang ding

Alignment-Uniformity Aware Representation Learning for Zero-Shot Video Classification

Shi Pu, Kaili Zhao, Mao Zheng

AME: Attention and Memory Enhancement in Hyper-Parameter Optimization

Nuo Xu, Jianlong Chang, Xing Nie, Chunlei Huo, SHIMING XIANG

DeeCap: Dynamic Early Exiting for Efficient Image Captioning

Zhengcong Fei, Xu Yan, Shuhui Wang, Qi Tian

Object-Region Video Transformers

Roei Herzig, Elad Ben-Avraham, Karttikeya Mangalam, Amir Bar, Gal Chechik

Salient-to-Broad Transition for Video Person Re-Identification

Shutao Bai, Bingpeng MA, Hong Chang, Rui Huang, Xilin Chen

Depth Estimation by Combining Binocular Stereo and Monocular Structured-Light

Yuhua Xu, Xiaoli Yang, Yushan Yu, Wei Jia, Zhaobi Chu

Learning With Neighbor Consistency for Noisy Labels

Ahmet Iscen, Jack Valmadre, Anurag Arnab, Cordelia Schmid

Hierarchical Modular Network for Video Captioning

Hanhua Ye, Guorong Li, Yuankai Qi, Shuhui Wang, Qingming Huang

MulT: An End-to-End Multitask Learning Transformer

Deblina Bhattacharjee, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann

Text2Pos: Text-to-Point-Cloud Cross-Modal Localization

Manuel Kolmet, Qunjie Zhou, Aljosa Osep, Laura Leal-Taixé

Consistent Explanations by Contrastive Learning

Vipin Pillai, Soroush Abbasi Koohpayegani, Ashley Ouligian, Dennis Fong, Hamed Pirsiavash

Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection

Jihwan Park, Seungjun Lee, Hwan Heo, Hyeong Kyu Choi, Hyunwoo J. Kim

Fourier Document Restoration for Robust Document Dewarping and Recognition

Chuhui Xue, Zichen Tian, Fangneng Zhan, Shijian Lu, Song Bai

Learning Transferable Human-Object Interaction Detector With Natural Language Supervision

Suchen Wang, Yueqi Duan, Henghui Ding, Yap-Peng Tan, Kim-Hui Yap

Semantic-Aware Auto-Encoders for Self-Supervised Representation Learning

Guangrun Wang, Yansong Tang, Liang Lin, Philip H.S. Torr

Sequential Voting With Relational Box Fields for Active Object Detection

Qichen Fu, Xingyu Liu, Kris Kitani

Learn From Others and Be Yourself in Heterogeneous Federated Learning

Wenke Huang, Mang Ye, Bo Du

Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds

Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat

Single-Stage Is Enough: Multi-Person Absolute 3D Pose Estimation

Lei Jin, Chenyang Xu, Xiaojuan Wang, Yabo Xiao, Yandong Guo

Defensive Patches for Robust Recognition in the Physical World

Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao

Total Variation Optimization Layers for Computer Vision

Raymond A. Yeh, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing

Adaptive Trajectory Prediction via Transferable GNN

Yi Xu, Lichen Wang, Yizhou Wang, Yun Fu

Learning Structured Gaussians To Approximate Deep Ensembles

Ivor J. A. Simpson, Sara Vicente, Neill D. F. Campbell

BTS: A Bi-Lingual Benchmark for Text Segmentation in the Wild

Xixi Xu, Zhongang Qi, Jianqi Ma, Honglun Zhang, Ying Shan

Automated Progressive Learning for Efficient Training of Vision Transformers

Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang

Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-Based 3D Hand Pose and Mesh Estimation

Pengfei Ren, Haifeng Sun, Jiachang Hao, Jingyu Wang, Qi Qi

How Good Is Aesthetic Ability of a Fashion Model?

Xingxing Zou, Kaicheng Pang, Wen Zhang, Waikeung Wong

RIO: Rotation-Equivariance Supervised Learning of Robust Inertial Odometry

Xiya Cao, Caifa Zhou, Dandan Zeng, Yongliang Wang

Multiview Transformers for Video Recognition

Shen Yan, Xuehan Xiong, Anurag Arnab, Zhichao Lu, Mi Zhang

ADAPT: Vision-Language Navigation With Modality-Aligned Action Prompts

Bingqian Lin, Yi Zhu, Zicong Chen, Xiwen Liang, Jianzhuang Liu

High-Fidelity Human Avatars From a Single RGB Camera

Hao Zhao, Jinsong Zhang, Yu-Kun Lai, Zerong Zheng, Yingdi Xie

Style Neophile: Constantly Seeking Novel Styles for Domain Generalization

Juwon Kang, Sohyun Lee, Namyup Kim, Suha Kwak

Full-Range Virtual Try-On With Recurrent Tri-Level Transform

Han Yang, Xinrui Yu, Ziwei Liu

Smooth-Swap: A Simple Enhancement for Face-Swapping With Smoothness

Jiseob Kim, Jihoon Lee, Byoung-tak Zhang

Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems Through Stochastic Contraction

Hyungjin Chung, Byeongsu Sim, Jong Chul Ye

Deep Stereo Image Compression via Bi-Directional Coding

Jianjun Lei, Xiangrui Liu, Bo Peng, Dengchao Jin, Wanqing Li

Augmented Geometric Distillation for Data-Free Incremental Person ReID

Yichen Lu, Mei Wang, Weihong Deng

Unimodal-Concentrated Loss: Fully Adaptive Label Distribution Learning for Ordinal Regression

Qiang Li, Jingjing Wang, Zhaoliang Yao, Yachun Li, Pengju Yang

Look Outside the Room: Synthesizing a Consistent Long-Term 3D Scene Video From a Single Image

Xuanchi Ren, Xiaolong Wang

Fast Point Transformer

Chunghyun Park, Yoonwoo Jeong, Minsu Cho, Jaesik Park

Light Field Neural Rendering

Mohammed Suhail, Carlos Esteves, Leonid Sigal, Ameesh Makadia

Unsupervised Pre-Training for Temporal Action Localization Tasks

Can Zhang, Tianyu Yang, Junwu Weng, Meng Cao, Jue Wang

Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks

Fanqing Lin, Brian Price, Tony Martinez

Unifying Motion Deblurring and Frame Interpolation With Events

Xiang Zhang, Lei Yu

Unified Contrastive Learning in Image-Text-Label Space

Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu

A Low-Cost & Real-Time Motion Capture System

Anargyros Chatzitofis, Georgios Albanis, Nikolaos Zioulis, Spyridon Thermos

Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing

Thiemo Alldieck, Mihai Zanfir, Cristian Sminchisescu

DST: Dynamic Substitute Training for Data-Free Black-Box Attack

Wenxuan Wang, Xuelin Qian, Yanwei Fu, Xiangyang Xue

Meta-Attention for ViT-Backed Continual Learning

Mengqi Xue, Haofei Zhang, Jie Song, Mingli Song

ELSR: Efficient Line Segment Reconstruction With Planes and Points Guidance

Dong Wei, Yi Wan, Yongjun Zhang, Xinyi Liu, Bin Zhang

Efficient Two-Stage Detection of Human-Object Interactions With a Novel Unary-Pairwise Transformer

Frederic Z. Zhang, Dylan Campbell, Stephen Gould

Styleformer: Transformer Based Generative Adversarial Networks With Style Vector

Jeeseung Park, Younggeun Kim

PubTables-1M: Towards Comprehensive Table Extraction From Unstructured Documents

Brandon Smock, Rohith Pesala, Robin Abraham

Bootstrapping ViTs: Towards Liberating Vision Transformers From Pre-Training

Haofei Zhang, Jiarui Duan, Mengqi Xue, Jie Song, Li Sun

LAS-AT: Adversarial Training With Learnable Attack Strategy

Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang

Shape-Invariant 3D Adversarial Point Clouds

Qidong Huang, Xiaoyi Dong, Dongdong Chen, Hang Zhou, Weiming Zhang

Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations

Mehdi S. M. Sajjadi, Henning Meyer, Etienne Pot, Urs Bergmann, Klaus Greff

Camera Pose Estimation Using Implicit Distortion Models

Linfei Pan, Marc Pollefeys, Viktor Larsson

Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks

Wenwen Pan, Haonan Shi, Zhou Zhao, jieming zhu, Xiuqiang He

IntentVizor: Towards Generic Query Guided Interactive Video Summarization

Guande Wu, Jianzhe Lin, Claudio T. Silva

EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images

Prithviraj Dhar, Amit Kumar, Kirsten Kaplan, Khushi Gupta, Rakesh Ranjan

Dense Depth Priors for Neural Radiance Fields From Sparse Input Views

Barbara Roessle, Jonathan T. Barron, Ben Mildenhall, Pratul P. Srinivasan, Matthias Nießner

The Majority Can Help the Minority: Context-Rich Minority Oversampling for Long-Tailed Classification

Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi

MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning

Zhixiang Chi, Li Gu, Huan Liu, Yang Wang, Yuanhao Yu

DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis

Jia-Wei Chen, Chia-Mu Yu, Ching-Chia Kao, Tzai-Wei Pang, Chun-Shien Lu

iFS-RCNN: An Incremental Few-Shot Instance Segmenter

Khoi Nguyen, Sinisa Todorovic

Continual Learning for Visual Search With Backward Consistent Feature Embedding

Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen

ROCA: Robust CAD Model Retrieval and Alignment From a Single Image

Can Gümeli, Angela Dai, Matthias Nießner

TransMVSNet: Global Context-Aware Multi-View Stereo Network With Transformers

Yikang Ding, Wentao Yuan, Qingtian Zhu, Haotian Zhang, Xiangyue Liu

RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning

Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, LEI ZHU, Xiaomeng Li

Crafting Better Contrastive Views for Siamese Representation Learning

Xiangyu Peng, Kai Wang, Zheng Zhu, Mang Wang, Yang You

Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints

Chengdong Dong, Ajay Kumar, Eryun Liu

Sparse to Dense Dynamic 3D Facial Expression Generation

Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo

Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization

Vladimir Chikin, Mikhail Antiukh

Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds

Minhyun Lee, Dongseob Kim, Hyunjung Shim

Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks

Peri Akiva, Matthew Purri, Matthew Leotta

Constrained Few-Shot Class-Incremental Learning

Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian

Rethinking Image Cropping: Exploring Diverse Compositions From Global Views

Gengyun Jia, Huaibo Huang, Chaoyou Fu, Ran He

InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition

Hyung-gun Chi, Myoung Hoon Ha, Seunggeun Chi, Sang Wan Lee, Qixing Huang

Contrastive Learning for Unsupervised Video Highlight Detection

Taivanbat Badamdorj, Mrigank Rochan, Yang Wang, Li Cheng

Knowledge Distillation With the Reused Teacher Classifier

Defang Chen, Jian-Ping Mei, Hailin Zhang, Can Wang, Yan Feng

NightLab: A Dual-Level Architecture With Hardness Detection for Segmentation at Night

Xueqing Deng, Peng Wang, Xiaochen Lian, Shawn Newsam

StylizedNeRF: Consistent 3D Scene Stylization As Stylized NeRF via 2D-3D Mutual Learning

Yi-Hua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao

Learning Fair Classifiers With Partially Annotated Group Labels

Sangwon Jung, Sanghyuk Chun, Taesup Moon

Diffusion Autoencoders: Toward a Meaningful and Decodable Representation

Konpat Preechakul, Nattanat Chatthee, Suttisak Wizadwongsa, Supasorn Suwajanakorn

HARA: A Hierarchical Approach for Robust Rotation Averaging

Seong Hun Lee, Javier Civera