CVPR 2022

2,074 papers

Masked Feature Prediction for Self-Supervised Visual Pre-Training

CHEN WEI, haoqi fan, Saining Xie, Chao-Yuan Wu, Alan Yuille

Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting

Min Shi, Hao Lu, Chen Feng, Chengxin Liu, Zhiguo Cao

Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification

Yonghang Guan, Jun Zhang, Kuan Tian, Sen Yang, Pei Dong

Is Mapping Necessary for Realistic PointGoal Navigation?

Ruslan Partsey, Erik Wijmans, Naoki Yokoyama, Oles Dobosevych, Dhruv Batra

Feature Erasing and Diffusion Network for Occluded Person Re-Identification

Zhikang Wang, Feng Zhu, SHIXIANG TANG, Rui Zhao, Lihuo He

Adiabatic Quantum Computing for Multi Object Tracking

Jan-Nico Zaech, Alexander Liniger, Martin Danelljan, Dengxin Dai, Luc Van Gool

Large-Scale Pre-Training for Person Re-Identification With Noisy Labels

Dengpan Fu, Dongdong Chen, Hao Yang, Jianmin Bao, Lu Yuan

Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer

Fushun Zhu, Shan Zhao, Peng Wang, Hao Wang, Hua Yan

Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening

Gang Yang, man zhou, Keyu Yan, Aiping Liu, Xueyang Fu

Open-Domain, Content-Based, Multi-Modal Fact-Checking of Out-of-Context Images via Online Resources

Sahar Abdelnabi, Rakibul Hasan, Mario Fritz

Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation

Jogendra Nath Kundu, Siddharth Seth, Pradyumna YM, Varun Jampani, Anirban Chakraborty

Stand-Alone Inter-Frame Attention in Video Models

Fuchen Long, Zhaofan Qiu, Yingwei Pan, Ting Yao, Jiebo Luo

RBGNet: Ray-Based Grouping for 3D Object Detection

Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian

Generating Diverse 3D Reconstructions From a Single Occluded Face Image

Rahul Dey, Vishnu Naresh Boddeti

Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers

Dominik Zietlow, Michael Lohaus, Guha Balakrishnan, Matthäus Kleindessner, Francesco Locatello

Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation

Yuenan Hou, Xinge ZHU, Yuexin Ma, Chen Change Loy, Yikang LI

SWEM: Towards Real-Time Video Object Segmentation With Sequential Weighted Expectation-Maximization

Zhihui Lin, Tianyu Yang, Maomao Li, Ziyu Wang, Chun Yuan

Efficient Classification of Very Large Images With Tiny Objects

Fanjie Kong, Ricardo Henao

FedDC: Federated Learning With Non-IID Data via Local Drift Decoupling and Correction

Liang Gao, Huazhu Fu, Li Li, Yingwen Chen, Ming Xu

Task Discrepancy Maximization for Fine-Grained Few-Shot Classification

SuBeen Lee, WonJun Moon, Jae-Pil Heo

MonoJSG: Joint Semantic and Geometric Cost Volume for Monocular 3D Object Detection

Qing LIAN, Peiliang Li, Xiaozhi Chen

Time3D: End-to-End Joint Monocular 3D Object Detection and Tracking for Autonomous Driving

Peixuan Li, Jieyu Jin

DECORE: Deep Compression With Reinforcement Learning

Manoj Alwani, Yang Wang, Vashisht Madhavan

DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object Detection

Haibao Yu, Yizhen Luo, Mao Shu, Yiyi Huo, Zebang Yang

Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage

Zhuohang Li, Jiaxin Zhang, Luyang Liu, Jian Liu

WildNet: Learning Domain Generalized Semantic Segmentation From the Wild

Suhyeon Lee, Hongje Seong, Seongwon Lee, Euntai Kim

Reflash Dropout in Image Super-Resolution

Xiangtao Kong, Xina Liu, Jinjin Gu, Yu Qiao, Chao Dong

Neural Shape Mating: Self-Supervised Object Assembly With Adversarial Shape Priors

Yun-Chun Chen, Haoda Li, Dylan Turpin, Alec Jacobson, Animesh Garg

Omnivore: A Single Model for Many Visual Modalities

Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin

EnvEdit: Environment Editing for Vision-and-Language Navigation

Jialu Li, Hao Tan, Mohit Bansal

Probabilistic Representations for Video Contrastive Learning

JungIn Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn

BNV-Fusion: Dense 3D Reconstruction Using Bi-Level Neural Volume Fusion

Kejie Li, Yansong Tang, Victor Adrian Prisacariu, Philip H.S. Torr

Learning To Detect Mobile Objects From LiDAR Scans Without Labels

Yurong You, Katie Luo, Cheng Perng Phoo, Wei-Lun Chao, Wen Sun

FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos

Yan Wang, Yixuan Sun, Yiwen Huang, Zhongying Liu, Shuyong Gao

CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation

Haisong Liu, Tao Lu, Yihui Xu, Jia Liu, Wenjie Li

Deformable Sprites for Unsupervised Video Decomposition

Vickie Ye, Zhengqi Li, Richard Tucker, Angjoo Kanazawa, Noah Snavely

Physical Simulation Layer for Accurate 3D Modeling

Mariem Mezghanni, Theo Bodrito, Malika Boulkenafed, Maks Ovsjanikov

Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees

Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

Learning Affinity From Attention: End-to-End Weakly-Supervised Semantic Segmentation With Transformers

Lixiang Ru, Yibing Zhan, Baosheng Yu, Bo Du

Towards Language-Free Training for Text-to-Image Generation

Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer

Region-Aware Face Swapping

Chao Xu, Jiangning Zhang, Miao Hua, Qian He, Zili Yi

Multi-Label Iterated Learning for Image Classification With Label Ambiguity

Sai Rajeswar, Pau Rodriguez, Soumye Singhal, David Vázquez, Aaron Courville

GuideFormer: Transformers for Image Guided Depth Completion

Kyeongha Rho, Jinsung Ha, Youngjung Kim

MogFace: Towards a Deeper Appreciation on Face Detection

Yang Liu, Fei Wang, Jiankang Deng, Zhipeng Zhou, Baigui Sun

IDR: Self-Supervised Image Denoising via Iterative Data Refinement

Yi Zhang, Dasong Li, Ka Lung Law, Xiaogang Wang, Hongwei Qin

BasicVSR++: Improving Video Super-Resolution With Enhanced Propagation and Alignment

Kelvin C.K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy

Occlusion-Robust Face Alignment Using a Viewpoint-Invariant Hierarchical Network Architecture

Congcong Zhu, Xintong Wan, Shaorong Xie, Xiaoqiang Li, Yinzheng Gu

WebQA: Multihop and Multimodal QA

Yingshan Chang, Mridu Narang, Hisami Suzuki, Guihong Cao, Jianfeng Gao

Do Explanations Explain? Model Knows Best

Ashkan Khakzar, Pedram Khorsandi, Rozhin Nobahari, Nassir Navab

Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection

Jingqun Tang, Wenqing Zhang, Hongye Liu, Mingkun Yang, Bo Jiang

Cross-Modal Transferable Adversarial Attacks From Images to Videos

Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang

Replacing Labeled Real-Image Datasets With Auto-Generated Contours

Hirokatsu Kataoka, Ryo Hayamizu, Ryosuke Yamada, Kodai Nakashima, Sora Takashima

Reduce Information Loss in Transformers for Pluralistic Image Inpainting

Qiankun Liu, Zhentao Tan, Dongdong Chen, Qi Chu, Xiyang Dai

FvOR: Robust Joint Shape and Pose Optimization for Few-View Object Reconstruction

Zhenpei Yang, Zhile Ren, Miguel Angel Bautista, Zaiwei Zhang, Qi Shan

HeadNeRF: A Real-Time NeRF-Based Parametric Head Model

Yang Hong, Bo Peng, Haiyao Xiao, Ligang Liu, Juyong Zhang

Enhancing Face Recognition With Self-Supervised 3D Reconstruction

Mingjie He, Jie Zhang, Shiguang Shan, Xilin Chen

ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks

WeiQin Chuah, Ruwan Tennakoon, Reza Hoseinnezhad, Alireza Bab-Hadiashar, David Suter

Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification

Jingzhou Chen, Peng Wang, Jian Liu, Yuntao Qian

LaTr: Layout-Aware Transformer for Scene-Text VQA

Ali Furkan Biten, Ron Litman, Yusheng Xie, Srikar Appalaraju, R. Manmatha

CSWin Transformer: A General Vision Transformer Backbone With Cross-Shaped Windows

Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Weiming Zhang, Nenghai Yu

ELIC: Efficient Learned Image Compression With Unevenly Grouped Space-Channel Contextual Adaptive Coding

Dailan He, Ziming Yang, Weikun Peng, Rui Ma, Hongwei Qin

GaTector: A Unified Framework for Gaze Object Prediction

Binglu Wang, Tao Hu, Baoshan Li, Xiaojuan Chen, Zhijie Zhang

A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection

Sifeng He, Xudong Yang, Chen Jiang, Gang Liang, Wei Zhang

Dynamic Scene Graph Generation via Anticipatory Pre-Training

Yiming Li, Xiaoshan Yang, Changsheng Xu

Comprehending and Ordering Semantics for Image Captioning

Yehao Li, Yingwei Pan, Ting Yao, Tao Mei

Generating Representative Samples for Few-Shot Classification

Jingyi Xu, Hieu Le

No-Reference Point Cloud Quality Assessment via Domain Adaptation

Qi Yang, Yipeng Liu, Siheng Chen, Yiling Xu, Jun Sun

Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation

Zhipeng Huang, Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Peng Chu

Directional Self-Supervised Learning for Heavy Image Augmentations

Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei

Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose From Monocular Video

Erik Gärtner, Mykhaylo Andriluka, Hongyi Xu, Cristian Sminchisescu

FoggyStereo: Stereo Matching With Fog Volume Representation

Chengtang Yao, Lidong Yu

Human Trajectory Prediction With Momentary Observation

Jianhua Sun, Yuxuan Li, Liang Chai, Hao-Shu Fang, Yong-Lu Li

C2SLR: Consistency-Enhanced Continuous Sign Language Recognition

Ronglai Zuo, Brian Mak

RCL: Recurrent Continuous Localization for Temporal Action Detection

Qiang Wang, Yanhao Zhang, Yun Zheng, PAN PAN

Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer

Weixiang Hong, Jiangwei Lao, Wang Ren, Jian Wang, Jingdong Chen

RGB-Depth Fusion GAN for Indoor Depth Completion

Haowen Wang, Mingyuan Wang, Zhengping Che, Zhiyuan Xu, Xiuquan Qiao

BNUDC: A Two-Branched Deep Neural Network for Restoring Images From Under-Display Cameras

Jaihyun Koh, Jangho Lee, Sungroh Yoon

Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design

Xiran Fan, Chun-Hao Yang, Baba C. Vemuri

MDAN: Multi-Level Dependent Attention Network for Visual Emotion Analysis

Liwen Xu, Zhengtao Wang, Bin Wu, Simon Lui

Fair Contrastive Learning for Facial Attribute Classification

Sungho Park, Jewook Lee, Pilhyeon Lee, Sunhee Hwang, Dohyung Kim

Federated Learning With Position-Aware Neurons

Xin-Chun Li, Yi-Chu Xu, Shaoming Song, bingshuai Li, Yinchuan Li

Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering

Feng Gao, Qing Ping, Govind Thattai, Aishwarya Reganti, Ying Nian Wu

Bending Graphs: Hierarchical Shape Matching Using Gated Optimal Transport

Mahdi Saleh, Shun-Cheng Wu, Luca Cosmo, Nassir Navab, Benjamin Busam

Learning Program Representations for Food Images and Cooking Recipes

Dim P. Papadopoulos, Enrique Mora, Nadiia Chepurko, Kuan Wei Huang, Ferda Ofli

Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation

Minsoo Kang, JaeYoo Park, Bohyung Han

MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering

Yang Ding, Jing Yu, Bang Liu, Yue Hu, Mingxin Cui

ScanQA: 3D Question Answering for Spatial Scene Understanding

Daichi Azuma, Taiki Miyanishi, Shuhei Kurita, Motoaki Kawanabe

HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network

Chang Yu, Xiangyu Zhu, Xiaomei Zhang, Zidu Wang, Zhaoxiang Zhang

Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information

Lingfeng Yang, Xiang Li, Renjie Song, Borui Zhao, Juntian Tao

Deep Safe Multi-View Clustering: Reducing the Risk of Clustering Performance Degradation Caused by View Increase

Huayi Tang, Yong Liu

Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks

Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger

Towards Multi-Domain Single Image Dehazing via Test-Time Training

Huan Liu, Zijun Wu, Liangyan Li, Sadaf Salehkalaibar, Jun Chen

URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement

Wenhui Wu, Jian Weng, Pingping Zhang, Xu Wang, Wenhan Yang

Continual Test-Time Domain Adaptation

Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai

Direct Voxel Grid Optimization: Super-Fast Convergence for Radiance Fields Reconstruction

Cheng Sun, Min Sun, Hwann-Tzong Chen

Recall@k Surrogate Loss With Large Batches and Similarity Mixup

Yash Patel, Giorgos Tolias, Jiri Matas

CDGNet: Class Distribution Guided Network for Human Parsing

Kunliang Liu, Ouk Choi, Jianming Wang, Wonjun Hwang

Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations

Wolfgang Stammer, Marius Memmel, Patrick Schramowski, Kristian Kersting

Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition

Lijin Yang, Yifei Huang, Yusuke Sugano, Yoichi Sato

CPPF: Towards Robust Category-Level 9D Pose Estimation in the Wild

Yang You, Ruoxi Shi, Weiming Wang, Cewu Lu