CVPR 2022

2,074 papers

Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects

Atsuhiro Noguchi, Umar Iqbal, Jonathan Tremblay, Tatsuya Harada, Orazio Gallo

Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography

Jiaxiang Ren, Kicheon Park, Yingtian Pan, Haibin Ling

Location-Free Human Pose Estimation

Xixia Xu, Yingguo Gao, Ke Yan, Xue Lin, Qi Zou

Open Challenges in Deep Stereo: The Booster Dataset

Pierluigi Zama Ramirez, Fabio Tosi, Matteo Poggi, Samuele Salti, Stefano Mattoccia

DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis

Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang

Neural Global Shutter: Learn To Restore Video From a Rolling Shutter Camera With Global Reset Feature

Zhixiang Wang, Xiang Ji, Jia-Bin Huang, Shin'ichi Satoh, Xiao Zhou

Transferability Metrics for Selecting Source Model Ensembles

Andrea Agostinelli, Jasper Uijlings, Thomas Mensink, Vittorio Ferrari

It Is Okay To Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection

Youssef Mohamed, Faizan Farooq Khan, Kilichbek Haydarov, Mohamed Elhoseiny

End-to-End Reconstruction-Classification Learning for Face Forgery Detection

Junyi Cao, Chao Ma, Taiping Yao, Shen Chen, Shouhong Ding

Mask Transfiner for High-Quality Instance Segmentation

Lei Ke, Martin Danelljan, Xia Li, Yu-Wing Tai, Chi-Keung Tang

DC-SSL: Addressing Mismatched Class Distribution in Semi-Supervised Learning

Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi

Adversarial Parametric Pose Prior

Andrey Davydov, Anastasia Remizova, Victor Constantin, Sina Honari, Mathieu Salzmann

RAMA: A Rapid Multicut Algorithm on GPU

Ahmed Abbas, Paul Swoboda

Gated2Gated: Self-Supervised Depth Estimation From Gated Images

Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank Julca-Aguilar

Towards Weakly-Supervised Text Spotting Using a Multi-Task Transformer

Yair Kittenplon, Inbal Lavi, Sharon Fogel, Yarin Bar, R. Manmatha

Learning of Global Objective for Network Flow in Multi-Object Tracking

Shuai Li, Yu Kong, Hamid Rezatofighi

X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval

Satya Krishna Gorti, Noël Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs

Human-Aware Object Placement for Visual Environment Reconstruction

Hongwei Yi, Chun-Hao P. Huang, Dimitrios Tzionas, Muhammed Kocabas, Mohamed Hassan

RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks

Yufei Guo, Xinyi Tong, Yuanpei Chen, Liwen Zhang, Xiaode Liu

ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning

Jingtao Li, Adnan Siraj Rakin, Xing Chen, Zhezhi He, Deliang Fan

Time Lens++: Event-Based Frame Interpolation With Parametric Non-Linear Flow and Multi-Scale Fusion

Stepan Tulyakov, Alfredo Bochicchio, Daniel Gehrig, Stamatios Georgoulis, Yuanyou Li

Complex Backdoor Detection by Symmetric Feature Differencing

Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma

Marginal Contrastive Correspondence for Guided Image Generation

Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Shijian Lu

Non-Probability Sampling Network for Stochastic Human Trajectory Prediction

Inhwan Bae, Jin-Hwi Park, Hae-Gon Jeon

Neural Mean Discrepancy for Efficient Out-of-Distribution Detection

Xin Dong, Junfeng Guo, Ang Li, Wei-Te Ting, Cong Liu

Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds

Chaoda Zheng, Xu Yan, Haiming Zhang, Baoyuan Wang, Shenghui Cheng

Continuous Scene Representations for Embodied AI

Samir Yitzhak Gadre, Kiana Ehsani, Shuran Song, Roozbeh Mottaghi

What's in Your Hands? 3D Reconstruction of Generic Objects in Hands

Yufei Ye, Abhinav Gupta, Shubham Tulsiani

Localization Distillation for Dense Object Detection

Zhaohui Zheng, Rongguang Ye, Ping Wang, Dongwei Ren, Wangmeng Zuo

AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition

Yulin Wang, Yang Yue, Yuanze Lin, Haojun Jiang, Zihang Lai

Bilateral Video Magnification Filter

Shoichiro Takeda, Kenta Niwa, Mariko Isogawa, Shinya Shimizu, Kazuki Okami

Gradient-SDF: A Semi-Implicit Surface Representation for 3D Reconstruction

Christiane Sommer, Lu Sang, David Schubert, Daniel Cremers

Disentangling Visual and Written Concepts in CLIP

Joanna Materzynska, Antonio Torralba, David Bau

XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation

Wei Liu, Fangyue Liu, Fei Ding, Qian He, Zili Yi

TubeFormer-DeepLab: Video Mask Transformer

Dahun Kim, jun xie, Huiyu Wang, Siyuan Qiao, Qihang Yu

MonoScene: Monocular 3D Semantic Scene Completion

Anh-Quan Cao, Raoul de Charette

Revisiting Domain Generalized Stereo Matching Networks From a Feature Consistency Perspective

Jiawei Zhang, Xiang Wang, Xiao Bai, Chen Wang, Lei Huang

ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics

Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert

OcclusionFusion: Occlusion-Aware Motion Estimation for Real-Time Dynamic 3D Reconstruction

Wenbin Lin, Chengwei Zheng, Jun-Hai Yong, Feng Xu

Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization

Luke Melas-Kyriazi, Christian Rupprecht, Iro Laina, Andrea Vedaldi

Enhancing Classifier Conservativeness and Robustness by Polynomiality

Ziqi Wang, Marco Loog

DIVeR: Real-Time and Accurate Neural Radiance Fields With Deterministic Integration for Volume Rendering

Liwen Wu, Jae Yong Lee, Anand Bhattad, Yu-Xiong Wang, David Forsyth

Matching Feature Sets for Few-Shot Image Classification

Arman Afrasiyabi, Hugo Larochelle, Jean-Francois Lalonde, Christian Gagné

A Simple Episodic Linear Probe Improves Visual Recognition in the Wild

Yuanzhi Liang, Linchao Zhu, Xiaohan Wang, Yi Yang

Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing

Zhuo Wang, Zezheng Wang, Zitong Yu, Weihong Deng, Jiahong Li

PartGlot: Learning Shape Part Segmentation From Language Reference Games

Juil Koo, Ian Huang, Panos Achlioptas, Leonidas J. Guibas, Minhyuk Sung

Integrating Language Guidance Into Vision-Based Deep Metric Learning

Karsten Roth, Oriol Vinyals, Zeynep Akata

Point Density-Aware Voxels for LiDAR 3D Object Detection

Jordan S. K. Hu, Tianshu Kuai, Steven L. Waslander

Exploring the Equivalence of Siamese Self-Supervised Learning via a Unified Gradient Framework

Chenxin Tao, Honghui Wang, Xizhou Zhu, Jiahua Dong, Shiji Song

Image Animation With Perturbed Masks

Yoav Shalev, Lior Wolf

Long-Tailed Visual Recognition via Gaussian Clouded Logit Adjustment

Mengke Li, Yiu-ming Cheung, Yang Lu

RU-Net: Regularized Unrolling Network for Scene Graph Generation

Xin lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao

Inertia-Guided Flow Completion and Style Fusion for Video Inpainting

Kaidong Zhang, Jingjing Fu, Dong Liu

HOP: History-and-Order Aware Pre-Training for Vision-and-Language Navigation

Yanyuan Qiao, Yuankai Qi, Yicong Hong, zheng Yu, Peng Wang

TransMix: Attend To Mix for Vision Transformers

Jie-Neng Chen, Shuyang Sun, Ju He, Philip H.S. Torr, Alan Yuille

Optimizing Elimination Templates by Greedy Parameter Search

Evgeniy Martyushev, Jana Vráblíková, Tomas Pajdla

Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model

Zipeng Xu, Tianwei Lin, Hao Tang, Fu Li, Dongliang He

Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences

Prune Truong, Martin Danelljan, Fisher Yu, Luc Van Gool

Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization

Ziyi Liu, Zengmao Wang, Bo Du

Open-Set Text Recognition via Character-Context Decoupling

Chang Liu, Chun Yang, Xu-Cheng Yin

Face Relighting With Geometrically Consistent Shadows

Andrew Hou, Michel Sarkis, Ning Bi, Yiying Tong, Xiaoming Liu

KNN Local Attention for Image Restoration

Hunsang Lee, Hyesong Choi, Kwanghoon Sohn, Dongbo Min

Unsupervised Image-to-Image Translation With Generative Prior

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

Hyperspherical Consistency Regularization

Cheng Tan, Zhangyang Gao, Lirong Wu, Siyuan Li, Stan Z. Li

CMT: Convolutional Neural Networks Meet Vision Transformers

Jianyuan Guo, Kai Han, Han Wu, Yehui Tang, Xinghao Chen

Vector Quantized Diffusion Model for Text-to-Image Synthesis

Shuyang Gu, Dong Chen, Jianmin Bao, Fang Wen, Bo Zhang

b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search

Peng Ye, Baopu Li, Yikang LI, Tao Chen, Jiayuan Fan

Physical Inertial Poser (PIP): Physics-Aware Real-Time Human Motion Tracking From Sparse Inertial Sensors

Xinyu Yi, Yuxiao Zhou, Marc Habermann, Soshi Shimada, Vladislav Golyanik

NAN: Noise-Aware NeRFs for Burst-Denoising

Naama Pearl, Tali treibitz, Simon Korman

Compound Domain Generalization via Meta-Knowledge Encoding

Chaoqi Chen, Jiongcheng Li, Xiaoguang Han, Xiaoqing Liu, Yizhou Yu

AdaViT: Adaptive Vision Transformers for Efficient Image Recognition

Lingchen Meng, Hengduo Li, Bor-Chun Chen, Shiyi Lan, Zuxuan Wu

SEEG: Semantic Energized Co-Speech Gesture Generation

Yuanzhi Liang, Qianyu Feng, Linchao Zhu, Li Hu, PAN PAN

Learnable Lookup Table for Neural Network Quantization

Longguang Wang, Xiaoyu Dong, Yingqian Wang, Li Liu, Wei An

Ranking-Based Siamese Visual Tracking

Feng Tang, Qiang Ling

Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation

Jing Li, Junsong Fan, Zhaoxiang Zhang

Structured Local Radiance Fields for Human Avatar Modeling

Zerong Zheng, Han Huang, Tao Yu, Hongwen Zhang, Yandong Guo

RegNeRF: Regularizing Neural Radiance Fields for View Synthesis From Sparse Inputs

Michael Niemeyer, Jonathan T. Barron, Ben Mildenhall, Mehdi S. M. Sajjadi, Andreas Geiger

Channel Balancing for Accurate Quantization of Winograd Convolutions

Vladimir Chikin, Vladimir Kryzhanovskiy

Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network

Byung-Kwan Lee, Junho Kim, Yong Man Ro

Multi-Person Extreme Motion Prediction

Wen Guo, Xiaoyu Bie, Xavier Alameda-Pineda, Francesc Moreno-Noguer

Volumetric Bundle Adjustment for Online Photorealistic Scene Capture

Ronald Clark

Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape Laplacian

Jihyun Lee, Minhyuk Sung, Hyunjin Kim, Tae-kyun Kim

Spatio-Temporal Relation Modeling for Few-Shot Action Recognition

Anirudh Thatipelli, Sanath Narayan, Salman Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan

Ray Priors Through Reprojection: Improving Neural Radiance Fields for Novel View Extrapolation

Jian Zhang, Yuanqing Zhang, Huan Fu, Xiaowei Zhou, Bowen Cai

CLIPstyler: Image Style Transfer With a Single Text Condition

Gihyun Kwon, Jong Chul Ye

Boosting Black-Box Attack With Partially Transferred Conditional Adversarial Distribution

Yan Feng, Baoyuan Wu, Yanbo Fan, Li Liu, Zhifeng Li

Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation

Yihan Wang, Muyang Li, Han Cai, Wei-Ming Chen, Song Han

Noise Distribution Adaptive Self-Supervised Image Denoising Using Tweedie Distribution and Score Matching

Kwanyoung Kim, Taesung Kwon, Jong Chul Ye

Learning Pixel-Level Distinctions for Video Highlight Detection

Fanyue Wei, Biao Wang, Tiezheng Ge, Yuning Jiang, Wen Li

GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision

Chiang-Heng Chien, Hongyi Fan, Ahmad Abdelfattah, Elias Tsigaridas, Stanimire Tomov

Unbiased Teacher v2: Semi-Supervised Object Detection for Anchor-Free and Anchor-Based Detectors

Yen-Cheng Liu, CHIH-YAO MA, Zsolt Kira

Enabling Equivariance for Arbitrary Lie Groups

Lachlan E. MacDonald, Sameera Ramasinghe, Simon Lucey

Robust Federated Learning With Noisy and Heterogeneous Clients

Xiuwen Fang, Mang Ye

VRDFormer: End-to-End Video Visual Relation Detection With Transformers

Sipeng Zheng, Shizhe Chen, Qin Jin

Fisher Information Guidance for Learned Time-of-Flight Imaging

Jiaqu Li, Tao Yue, Sijie Zhao, Xuemei Hu

Degradation-Agnostic Correspondence From Resolution-Asymmetric Stereo

Xihao Chen, Zhiwei Xiong, Zhen Cheng, Jiayong Peng, Yueyi Zhang

Are Multimodal Transformers Robust to Missing Modality?

Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng

LARGE: Latent-Based Regression Through GAN Semantics

Yotam Nitzan, Rinon Gal, Ofir Brenner, Daniel Cohen-or

Multi-Granularity Alignment Domain Adaptation for Object Detection

Wenzhang Zhou, Dawei Du, Libo Zhang, Tiejian Luo, Yanjun Wu

GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings

Zhaohua Zheng, Jianfang Li, Lingjie Zhu, Honghua Li, Frank Petzold