CVPR 2022

2,074 papers

Label-Only Model Inversion Attacks via Boundary Repulsion

Mostafa Kahla, Si Chen, Hoang Anh Just, Ruoxi Jia

VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers

Estelle Aflalo, Meng Du, Shao-Yen Tseng, Yongfei Liu, Chenfei Wu

Accurate 3D Body Shape Regression Using Metric and Semantic Attributes

Vasileios Choutas, Lea Muller, Chun-Hao P. Huang, Siyu Tang, Dimitrios Tzionas

SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing

Yichun Shi, Xiao Yang, Yangyue Wan, Xiaohui Shen

Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation

Shreyas Hampali, Sayan Deb Sarkar, Mahdi Rad, Vincent Lepetit

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models

Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang

MPViT: Multi-Path Vision Transformer for Dense Prediction

Youngwan Lee, Jonghee Kim, Jeffrey Willette, Sung Ju Hwang

Continual Learning With Lifelong Vision Transformer

Zhen Wang, Liu Liu, Yiqun Duan, Yajing Kong, Dacheng Tao

Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation

Jianfeng Wang, Thomas Lukasiewicz

L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation

Peng-tao Jiang, Yuqi Yang, Qibin Hou, Yunchao Wei

Visual Abductive Reasoning

Chen Liang, Wenguan Wang, Tianfei Zhou, Yi Yang

Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation

Aming Wu, Cheng Deng

Group Contextualization for Video Recognition

Yanbin Hao, Hao Zhang, Chong-Wah Ngo, Xiangnan He

Event-Aided Direct Sparse Odometry

Javier Hidalgo-Carrio, Guillermo Gallego, Davide Scaramuzza

Coarse-To-Fine Q-Attention: Efficient Learning for Visual Robotic Manipulation via Discretisation

Stephen James, Kentaro Wada, Tristan Laidlow, Andrew J. Davison

Long-Term Video Frame Interpolation via Feature Propagation

Dawit Mureja Argaw, In So Kweon

An Efficient Training Approach for Very Large Scale Face Recognition

Kai Wang, Shuo Wang, Panpan Zhang, Zhipeng Zhou, Zheng Zhu

Injecting Semantic Concepts Into End-to-End Image Captioning

Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lin Liang, Zhe Gan

PoseTriplet: Co-Evolving 3D Human Pose Estimation, Imitation, and Hallucination Under Self-Supervision

Kehong Gong, Bingbing Li, Jianfeng Zhang, Tao Wang, Jing Huang

3D Common Corruptions and Data Augmentation

Oğuzhan Fatih Kar, Teresa Yeo, Andrei Atanov, Amir Zamir

SNR-Aware Low-Light Image Enhancement

Xiaogang Xu, Ruixing Wang, Chi-Wing Fu, Jiaya Jia

EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching

Yaya Shi, Xu Yang, Haiyang Xu, chunfeng yuan, Bing Li

SOMSI: Spherical Novel View Synthesis With Soft Occlusion Multi-Sphere Images

Tewodros Habtegebrial, Christiano Gava, Marcel Rogge, Didier Stricker, Varun Jampani

DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors

Sivapriya Vellaichamy, Matthew Hull, Zijie J. Wang, Nilaksh Das, ShengYun Peng

InsetGAN for Full-Body Image Generation

Anna Frühstück, Krishna Kumar Singh, Eli Shechtman, Niloy J. Mitra, Peter Wonka

How Do You Do It? Fine-Grained Action Understanding With Pseudo-Adverbs

Hazel Doughty, Cees G. M. Snoek

LSVC: A Learning-Based Stereo Video Compression Framework

Zhenghao Chen, Guo Lu, Zhihao Hu, Shan Liu, Wei Jiang

MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection

Bumsoo Kim, Jonghwan Mun, Kyoung-Woon On, Minchul Shin, Junhyun Lee

Cascade Transformers for End-to-End Person Search

Rui Yu, Dawei Du, Rodney LaLonde, Daniel Davila, Christopher Funk

MISF: Multi-Level Interactive Siamese Filtering for High-Fidelity Image Inpainting

Xiaoguang Li, Qing Guo, Di Lin, Ping Li, Wei Feng

Identifying Ambiguous Similarity Conditions via Semantic Matching

Han-Jia Ye, Yi Shi, De-Chuan Zhan

Zoom in and Out: A Mixed-Scale Triplet Network for Camouflaged Object Detection

Youwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang, Lihe Zhang, Huchuan Lu

HumanNeRF: Efficiently Generated Human Radiance Field From Sparse Inputs

Fuqiang Zhao, Wei Yang, Jiakai Zhang, Pei Lin, Yingliang Zhang

PokeBNN: A Binary Pursuit of Lightweight Accuracy

Yichi Zhang, Zhiru Zhang, Lukasz Lew

Modulated Contrast for Versatile Image Synthesis

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

FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning

Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun, Yu Wang

Compressing Models With Few Samples: Mimicking Then Replacing

Huanyu Wang, Junjie Liu, Xin Ma, Yang Yong, Zhenhua Chai

Weakly but Deeply Supervised Occlusion-Reasoned Parametric Road Layouts

Buyu Liu, Bingbing Zhuang, Manmohan Chandraker

ONCE-3DLanes: Building Monocular 3D Lane Detection

Fan Yan, Ming Nie, Xinyue Cai, Jianhua Han, Hang Xu

Coarse-To-Fine Feature Mining for Video Semantic Segmentation

Guolei Sun, Yun Liu, Henghui Ding, Thomas Probst, Luc Van Gool

Exploring Set Similarity for Dense Self-Supervised Representation Learning

Zhaoqing Wang, Qiang Li, Guoxin Zhang, Pengfei Wan, Wen Zheng

Per-Clip Video Object Segmentation

KwanYong Park, Sanghyun Woo, Seoung Wug Oh, In So Kweon, Joon-Young Lee

Complex Video Action Reasoning via Learnable Markov Logic Network

Yang Jin, Linchao Zhu, Yadong Mu

Contextual Debiasing for Visual Recognition With Causal Mechanisms

Ruyang Liu, Hao Liu, Ge Li, Haodi Hou, TingHao Yu

Point-NeRF: Point-Based Neural Radiance Fields

Qiangeng Xu, Zexiang Xu, Julien Philip, Sai Bi, Zhixin Shu

Raw High-Definition Radar for Multi-Task Learning

Julien Rebut, Arthur Ouaknine, Waqas Malik, Patrick Pérez

Leveraging Adversarial Examples To Quantify Membership Information Leakage

Ganesh Del Grosso, Hamid JALALZAI, Georg Pichler, Catuscia Palamidessi, Pablo Piantanida

Learning Optimal K-Space Acquisition and Reconstruction Using Physics-Informed Neural Networks

Wei Peng, Li Feng, Guoying Zhao, Fang Liu

UKPGAN: A General Self-Supervised Keypoint Detector

Yang You, Wenhai Liu, Yanjie Ze, Yong-Lu Li, Weiming Wang

Clean Implicit 3D Structure From Noisy 2D STEM Images

Hannah Kniesel, Timo Ropinski, Tim Bergner, Kavitha Shaga Devan, Clarissa Read

Real-Time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders

Maksim Makarenko, Arturo Burguete-Lopez, qizhou wang, Fedor Getman, Silvio Giancola

TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection With Transformers

Xuyang Bai, Zeyu Hu, Xinge ZHU, Qingqiu Huang, Yilun Chen

Learning Non-Target Knowledge for Few-Shot Semantic Segmentation

YUANWEI LIU, Nian Liu, Qinglong Cao, Xiwen Yao, Junwei Han

UDA-COPE: Unsupervised Domain Adaptation for Category-Level Object Pose Estimation

Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin

Exposure Normalization and Compensation for Multiple-Exposure Correction

Jie Huang, Yajing Liu, Xueyang Fu, man zhou, Yang Wang

Learning Neural Light Fields With Ray-Space Embedding

Benjamin Attal, Jia-Bin Huang, Michael Zollhöfer, Johannes Kopf, Changil Kim

Towards Low-Cost and Efficient Malaria Detection

Waqas Sultani, Wajahat Nawaz, Syed Javed, Muhammad Sohail Danish, Asma Saadia

Boosting 3D Object Detection by Simulating Multimodality on Point Clouds

Wu Zheng, Mingxuan Hong, Li Jiang, Chi-Wing Fu

Pushing the Performance Limit of Scene Text Recognizer Without Human Annotation

Caiyuan Zheng, Hui Li, Seon-Min Rhee, Seungju Han, Jae-Joon Han

Learning Multiple Dense Prediction Tasks From Partially Annotated Data

Wei-Hong Li, Xialei Liu, Hakan Bilen

Unpaired Deep Image Deraining Using Dual Contrastive Learning

Xiang Chen, Jinshan Pan, Kui Jiang, Yufeng Li, Yufeng Huang

Kubric: A Scalable Dataset Generator

Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du

On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles

Qingzhao Zhang, Shengtuo Hu, Jiachen Sun, Qi Alfred Chen, Z. Morley Mao

MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection

JongMok Kim, JooYoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na

LASER: LAtent SpacE Rendering for 2D Visual Localization

Zhixiang Min, Naji Khosravan, Zachary Bessinger, Manjunath Narayana, Sing Bing Kang

TubeR: Tubelet Transformer for Video Action Detection

Jiaojiao Zhao, Yanyi Zhang, Xinyu Li, Hao Chen, Bing Shuai

3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection

Junyu Luo, Jiahui Fu, Xianghao Kong, Chen Gao, Haibing Ren

Unsupervised Hierarchical Semantic Segmentation With Multiview Cosegmentation and Clustering Transformers

Tsung-Wei Ke, jyh-Jing Hwang, Yunhui Guo, Xudong Wang, Stella X. Yu

Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching

Ozan Özdenizci, Robert Legenstein

Few-Shot Keypoint Detection With Uncertainty Learning for Unseen Species

Changsheng Lu, Piotr Koniusz

Condensing CNNs With Partial Differential Equations

Anil Kag, Venkatesh Saligrama

Coopernaut: End-to-End Driving With Cooperative Perception for Networked Vehicles

Jiaxun Cui, Hang Qiu, Dian Chen, Peter Stone, Yuke Zhu

Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation

Ruihuang Li, Shuai Li, Chenhang He, Yabin Zhang, Xu Jia

Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation

Liang Chen, Yihang Lou, Jianzhong He, Tao Bai, Minghua Deng

Cross-Domain Adaptive Teacher for Object Detection

Yu-Jhe Li, Xiaoliang Dai, CHIH-YAO MA, Yen-Cheng Liu, Kan Chen

ClothFormer: Taming Video Virtual Try-On in All Module

Jianbin Jiang, Tan Wang, He Yan, Junhui Liu

AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation

Mohsen Gholami, Bastian Wandt, Helge Rhodin, Rabab Ward, Z. Jane Wang

ClusterGNN: Cluster-Based Coarse-To-Fine Graph Neural Network for Efficient Feature Matching

Yan Shi, Jun-Xiong Cai, Yoli Shavit, Tai-Jiang Mu, Wensen Feng

Neural RGB-D Surface Reconstruction

Dejan Azinovic, Ricardo Martin-Brualla, Dan B Goldman, Matthias Nießner, Justus Thies

Expanding Large Pre-Trained Unimodal Models With Multimodal Information Injection for Image-Text Multimodal Classification

Tao Liang, Guosheng Lin, Mingyang Wan, Tianrui Li, Guojun Ma

AutoRF: Learning 3D Object Radiance Fields From Single View Observations

Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner

Self-Supervised Video Transformer

Kanchana Ranasinghe, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, Michael S. Ryoo

Rethinking Spatial Invariance of Convolutional Networks for Object Counting

Zhi-Qi Cheng, Qi Dai, Hong Li, Jingkuan Song, Xiao Wu

Optimal LED Spectral Multiplexing for NIR2RGB Translation

Lei Liu, Yuze Chen, Junchi Yan, Yinqiang Zheng

Future Transformer for Long-Term Action Anticipation

Dayoung Gong, Joonseok Lee, Manjin Kim, Seong Jong Ha, Minsu Cho

Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline

Pengyu Zhang, Jie Zhao, Dong Wang, Huchuan Lu, Xiang Ruan

Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning

Juncheng Li, Junlin Xie, Long Qian, Linchao Zhu, Siliang Tang

The Devil Is in the Pose: Ambiguity-Free 3D Rotation-Invariant Learning via Pose-Aware Convolution

Ronghan Chen, Yang Cong

End-to-End Human-Gaze-Target Detection With Transformers

Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai

MetaPose: Fast 3D Pose From Multiple Views Without 3D Supervision

Ben Usman, Andrea Tagliasacchi, Kate Saenko, Avneesh Sud

Proper Reuse of Image Classification Features Improves Object Detection

Cristina Vasconcelos, vighnesh Birodkar, Vincent Dumoulin

Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification

Jiangtao Xie, Fei Long, Jiaming Lv, Qilong Wang, Peihua Li

Sound-Guided Semantic Image Manipulation

Seung Hyun Lee, Wonseok Roh, Wonmin Byeon, Sang Ho Yoon, Chanyoung Kim

DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

Lukas Hoyer, Dengxin Dai, Luc Van Gool

YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset

Donglai Wei, Siddhant Kharbanda, Sarthak Arora, Roshan Roy, Nishant Jain

AutoLoss-GMS: Searching Generalized Margin-Based Softmax Loss Function for Person Re-Identification

Hongyang Gu, Jianmin Li, Guangyuan Fu, Chifong Wong, Xinghao Chen

Ithaca365: Dataset and Driving Perception Under Repeated and Challenging Weather Conditions

Carlos A. Diaz-Ruiz, Youya Xia, Yurong You, Jose Nino, Junan Chen

Efficient Maximal Coding Rate Reduction by Variational Forms

Christina Baek, Ziyang Wu, Kwan Ho Ryan Chan, Tianjiao Ding, Yi Ma

Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network

Lin Zhu, Xiao Wang, Yi Chang, Jianing Li, Tiejun Huang

PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking

Andreas Döring, Di Chen, Shanshan Zhang, Bernt Schiele, Jürgen Gall