CVPR 2022

2,074 papers

Commonality in Natural Images Rescues GANs: Pretraining GANs With Generic and Privacy-Free Synthetic Data

Kyungjune Baek, Hyunjung Shim

Day-to-Night Image Synthesis for Training Nighttime Neural ISPs

Abhijith Punnappurath, Abdullah Abuolaim, Abdelrahman Abdelhamed, Alex Levinshtein, Michael S. Brown

Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

Yuchao Wang, Haochen Wang, Yujun Shen, Jingjing Fei, Wei Li

Egocentric Scene Understanding via Multimodal Spatial Rectifier

Tien Do, Khiem Vuong, Hyun Soo Park

Semantic-Shape Adaptive Feature Modulation for Semantic Image Synthesis

Zhengyao Lv, Xiaoming Li, Zhenxing Niu, Bing Cao, Wangmeng Zuo

Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models

Feng Cheng, Mingze Xu, Yuanjun Xiong, Hao Chen, Xinyu Li

Fairness-Aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models

Zhibo Wang, Xiaowei Dong, Henry Xue, Zhifei Zhang, Weifeng Chiu

Globetrotter: Connecting Languages by Connecting Images

Didac Suris, Dave Epstein, Carl Vondrick

Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification

Wei Wu, Jiawei Liu, Kecheng Zheng, Qibin Sun, Zheng-Jun Zha

Id-Free Person Similarity Learning

Bing Shuai, Xinyu Li, Kaustav Kundu, Joseph Tighe

RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation

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

Aug-NeRF: Training Stronger Neural Radiance Fields With Triple-Level Physically-Grounded Augmentations

Tianlong Chen, Peihao Wang, Zhiwen Fan, Zhangyang Wang

Task Decoupled Framework for Reference-Based Super-Resolution

Yixuan Huang, Xiaoyun Zhang, Yu Fu, Siheng Chen, Ya Zhang

DArch: Dental Arch Prior-Assisted 3D Tooth Instance Segmentation With Weak Annotations

Liangdong Qiu, Chongjie Ye, Pei Chen, Yunbi Liu, Xiaoguang Han

NeRF in the Dark: High Dynamic Range View Synthesis From Noisy Raw Images

Ben Mildenhall, Peter Hedman, Ricardo Martin-Brualla, Pratul P. Srinivasan, Jonathan T. Barron

Stratified Transformer for 3D Point Cloud Segmentation

Xin Lai, Jianhui Liu, Li Jiang, Liwei Wang, Hengshuang Zhao

Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy

Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann

Style-ERD: Responsive and Coherent Online Motion Style Transfer

Tianxin Tao, Xiaohang Zhan, Zhongquan Chen, Michiel van de Panne

AKB-48: A Real-World Articulated Object Knowledge Base

Liu Liu, Wenqiang Xu, Haoyuan Fu, Sucheng Qian, Qiaojun Yu

Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation

An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger R. Roth

Beyond Cross-View Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image

Yujiao Shi, Hongdong Li

UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection

Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu, Tudor Mare, Paul Sumedrea

CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning

Yiqing Shen, Yuyin Zhou, Lequan Yu

SLIC: Self-Supervised Learning With Iterative Clustering for Human Action Videos

Salar Hosseini Khorasgani, Yuxuan Chen, Florian Shkurti

KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning

Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata

TubeDETR: Spatio-Temporal Video Grounding With Transformers

Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid

Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness

Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen

Protecting Celebrities From DeepFake With Identity Consistency Transformer

Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Ting Zhang, Weiming Zhang

Unsupervised Learning of Debiased Representations With Pseudo-Attributes

Seonguk Seo, Joon-Young Lee, Bohyung Han

DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion

Peize Sun, Jinkun Cao, Yi Jiang, Zehuan Yuan, Song Bai

TransVPR: Transformer-Based Place Recognition With Multi-Level Attention Aggregation

Ruotong Wang, Yanqing Shen, Weiliang Zuo, Sanping Zhou, Nanning Zheng

Semantic-Aware Domain Generalized Segmentation

Duo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li

From Representation to Reasoning: Towards Both Evidence and Commonsense Reasoning for Video Question-Answering

Jiangtong Li, Li Niu, Liqing Zhang

AirObject: A Temporally Evolving Graph Embedding for Object Identification

Nikhil Varma Keetha, Chen Wang, Yuheng Qiu, Kuan Xu, Sebastian Scherer

Symmetry-Aware Neural Architecture for Embodied Visual Exploration

Shuang Liu, Takayuki Okatani

Beyond a Pre-Trained Object Detector: Cross-Modal Textual and Visual Context for Image Captioning

Chia-Wen Kuo, Zsolt Kira

Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them From 2D Renderings

Innfarn Yoo, Huiwen Chang, Xiyang Luo, Ondrej Stava, Ce Liu

JIFF: Jointly-Aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction

Yukang Cao, Guanying Chen, Kai Han, Wenqi Yang, Kwan-Yee K. Wong

Fine-Tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning

Lin Zhang, Li Shen, Liang Ding, Dacheng Tao, Ling-Yu Duan

EDTER: Edge Detection With Transformer

Mengyang Pu, Yaping Huang, Yuming Liu, Qingji Guan, Haibin Ling

Deep Constrained Least Squares for Blind Image Super-Resolution

Ziwei Luo, Haibin Huang, Lei Yu, Youwei Li, Haoqiang Fan

Bridged Transformer for Vision and Point Cloud 3D Object Detection

Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun

Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement

beomyoung kim, YoungJoon Yoo, Chae Eun Rhee, Junmo Kim

FIBA: Frequency-Injection Based Backdoor Attack in Medical Image Analysis

Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia

MVS2D: Efficient Multi-View Stereo via Attention-Driven 2D Convolutions

Zhenpei Yang, Zhile Ren, Qi Shan, Qixing Huang

SharpContour: A Contour-Based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation

Chenming Zhu, Xuanye Zhang, Yanran Li, Liangdong Qiu, Kai Han

SoftGroup for 3D Instance Segmentation on Point Clouds

Thang Vu, Kookhoi Kim, Tung M. Luu, Thanh Nguyen, Chang D. Yoo

Scene Graph Expansion for Semantics-Guided Image Outpainting

Chiao-An Yang, Cheng-Yo Tan, Wan-Cyuan Fan, Cheng-Fu Yang, Meng-Lin Wu

PlaneMVS: 3D Plane Reconstruction From Multi-View Stereo

Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan

Gaussian Process Modeling of Approximate Inference Errors for Variational Autoencoders

Minyoung Kim

MNSRNet: Multimodal Transformer Network for 3D Surface Super-Resolution

Wuyuan Xie, Tengcong Huang, Miaohui Wang

Leveraging Self-Supervision for Cross-Domain Crowd Counting

Weizhe Liu, Nikita Durasov, Pascal Fua

HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging

Yisi Luo, Xi-Le Zhao, Deyu Meng, Tai-Xiang Jiang

DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos

Mathias Parger, Chengcheng Tang, Christopher D. Twigg, Cem Keskin, Robert Wang

AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation

Xueyi Liu, Xiaomeng Xu, Anyi Rao, Chuang Gan, Li Yi

Colar: Effective and Efficient Online Action Detection by Consulting Exemplars

Le Yang, Junwei Han, Dingwen Zhang

Stereoscopic Universal Perturbations Across Different Architectures and Datasets

Zachary Berger, Parth Agrawal, Tian Yu Liu, Stefano Soatto, Alex Wong

Learned Queries for Efficient Local Attention

Moab Arar, Ariel Shamir, Amit H. Bermano

Semi-Supervised Learning of Semantic Correspondence With Pseudo-Labels

Jiwon Kim, Kwangrok Ryoo, Junyoung Seo, Gyuseong Lee, Daehwan Kim

Iterative Deep Homography Estimation

Si-Yuan Cao, Jianxin Hu, Zehua Sheng, Hui-Liang Shen

DiGS: Divergence Guided Shape Implicit Neural Representation for Unoriented Point Clouds

Yizhak Ben-Shabat, Chamin Hewa Koneputugodage, Stephen Gould

LISA: Learning Implicit Shape and Appearance of Hands

Enric Corona, Tomas Hodan, Minh Vo, Francesc Moreno-Noguer, Chris Sweeney

Pin the Memory: Learning To Generalize Semantic Segmentation

Jin Kim, Jiyoung Lee, JungIn Park, Dongbo Min, Kwanghoon Sohn

Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering

Sateesh Kumar, Sanjay Haresh, Awais Ahmed, Andrey Konin, M. Zeeshan Zia

Scaling Vision Transformers

Xiaohua Zhai, Alexander Kolesnikov, Neil Houlsby, Lucas Beyer

Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks

Xiangyu Qi, Tinghao Xie, Ruizhe Pan, Jifeng Zhu, Yong Yang

StyleGAN-V: A Continuous Video Generator With the Price, Image Quality and Perks of StyleGAN2

Ivan Skorokhodov, Sergey Tulyakov, Mohamed Elhoseiny

Semiconductor Defect Detection by Hybrid Classical-Quantum Deep Learning

Yuan-Fu Yang, Min Sun

Scaling Up Vision-Language Pre-Training for Image Captioning

Xiaowei Hu, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu

Deep Visual Geo-Localization Benchmark

Gabriele Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka

MonoGround: Detecting Monocular 3D Objects From the Ground

Zequn Qin, Xi Li

CLIP-Event: Connecting Text and Images With Event Structures

Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin

Synthetic Aperture Imaging With Events and Frames

Wei Liao, Xiang Zhang, Lei Yu, Shijie Lin, Wen Yang

Leveraging Equivariant Features for Absolute Pose Regression

Mohamed Adel Musallam, Vincent Gaudillière, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Djamila Aouada

Learning To Answer Questions in Dynamic Audio-Visual Scenarios

Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen

Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-Time

Liao Wang, Jiakai Zhang, Xinhang Liu, Fuqiang Zhao, Yanshun Zhang

Practical Learned Lossless JPEG Recompression With Multi-Level Cross-Channel Entropy Model in the DCT Domain

Lina Guo, Xinjie Shi, Dailan He, Yuanyuan Wang, Rui Ma

Structure-Aware Flow Generation for Human Body Reshaping

Jianqiang Ren, Yuan Yao, Biwen Lei, Miaomiao Cui, Xuansong Xie

Vision-Language Pre-Training With Triple Contrastive Learning

JINYU YANG, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda

Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization

Hao Jiang, Calvin Murdock, Vamsi Krishna Ithapu

A Structured Dictionary Perspective on Implicit Neural Representations

Gizem Yüce, Guillermo Ortiz-Jimenez, Beril Besbinar, Pascal Frossard

BE-STI: Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction With Bidirectional Enhancement

Yunlong Wang, Hongyu Pan, Jun Zhu, Yu-Huan Wu, Xin Zhan

Entropy-Based Active Learning for Object Detection With Progressive Diversity Constraint

Jiaxi Wu, JIAXIN CHEN, Di Huang

Robust Invertible Image Steganography

Youmin Xu, Chong Mou, Yujie Hu, Jingfen Xie, Jian Zhang

Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation

Anirud Thyagharajan, Benjamin Ummenhofer, Prashant Laddha, Om Ji Omer, Sreenivas Subramoney

HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

Wele Gedara Chaminda Bandara, Vishal M. Patel

Towards Unsupervised Domain Generalization

Xingxuan Zhang, Linjun Zhou, Renzhe Xu, Peng Cui, Zheyan Shen

Blended Diffusion for Text-Driven Editing of Natural Images

Omri Avrahami, Dani Lischinski, Ohad Fried

Learning What Not To Segment: A New Perspective on Few-Shot Segmentation

Chunbo Lang, Gong Cheng, Binfei Tu, Junwei Han

The Implicit Values of a Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement

Ilya Chugunov, Yuxuan Zhang, Zhihao Xia, Xuaner Zhang, Jiawen Chen

Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search

Han Xiao, Ziwei Wang, Zheng Zhu, Jie Zhou, Jiwen Lu

Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation

Deyi Ji, Haoran Wang, Mingyuan Tao, Jianqiang Huang, Xian-Sheng Hua

How Much More Data Do I Need? Estimating Requirements for Downstream Tasks

Rafid Mahmood, James Lucas, David Acuna, Daiqing Li, Jonah Philion

Sparse Object-Level Supervision for Instance Segmentation With Pixel Embeddings

Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk

SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation

Ziyi Wang, Yongming Rao, Xumin Yu, Jie Zhou, Jiwen Lu

Learning Where To Learn in Cross-View Self-Supervised Learning

Lang Huang, Shan You, Mingkai Zheng, Fei Wang, Chen Qian

LiDAR Snowfall Simulation for Robust 3D Object Detection

Martin Hahner, Christos Sakaridis, Mario Bijelic, Felix Heide, Fisher Yu

Neural 3D Video Synthesis From Multi-View Video

Tianye Li, Mira Slavcheva, Michael Zollhöfer, Simon Green, Christoph Lassner

Self-Augmented Unpaired Image Dehazing via Density and Depth Decomposition

Yang Yang, Chaoyue Wang, Risheng Liu, Lin Zhang, Xiaojie Guo

Privacy-Preserving Online AutoML for Domain-Specific Face Detection

Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, XINYANG JIANG