CVPR 2022

2,074 papers

Uformer: A General U-Shaped Transformer for Image Restoration

Zhendong Wang, Xiaodong Cun, Jianmin Bao, Wengang Zhou, Jianzhuang Liu

Drop the GAN: In Defense of Patches Nearest Neighbors As Single Image Generative Models

Niv Granot, Ben Feinstein, Assaf Shocher, Shai Bagon, Michal Irani

Expanding Low-Density Latent Regions for Open-Set Object Detection

Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan

Neural Compression-Based Feature Learning for Video Restoration

Cong Huang, Jiahao Li, Bin Li, Dong Liu, Yan Lu

PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation With Photometrically Challenging Objects

Pengyuan Wang, Hyunjun Jung, Yitong Li, Siyuan Shen, Rahul Parthasarathy Srikanth

ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo

Biwen Lei, Xiefan Guo, Hongyu Yang, Miaomiao Cui, Xuansong Xie

GeoNeRF: Generalizing NeRF With Geometry Priors

Mohammad Mahdi Johari, Yann Lepoittevin, Francois Fleuret

Cloning Outfits From Real-World Images to 3D Characters for Generalizable Person Re-Identification

Yanan Wang, Xuezhi Liang, Shengcai Liao

LiT: Zero-Shot Transfer With Locked-Image Text Tuning

Xiaohua Zhai, Xiao Wang, Basil Mustafa, Andreas Steiner, Daniel Keysers

RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes

Tak-Wai Hui

Deep Vanishing Point Detection: Geometric Priors Make Dataset Variations Vanish

Yancong Lin, Ruben Wiersma, Silvia L. Pintea, Klaus Hildebrandt, Elmar Eisemann

Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture

Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem

Vision Transformer With Deformable Attention

Zhuofan Xia, Xuran Pan, Shiji Song, Li Erran Li, Gao Huang

Long-Short Temporal Contrastive Learning of Video Transformers

Jue Wang, Gedas Bertasius, Du Tran, Lorenzo Torresani

Accelerating DETR Convergence via Semantic-Aligned Matching

Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Kaiwen Cui, Shijian Lu

Rotationally Equivariant 3D Object Detection

Hong-Xing Yu, Jiajun Wu, Li Yi

DeepFake Disrupter: The Detector of DeepFake Is My Friend

Xueyu Wang, Jiajun Huang, Siqi Ma, Surya Nepal, Chang Xu

Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning

Jiahao Xia, Weiwei Qu, Wenjian Huang, Jianguo Zhang, Xi Wang

Searching the Deployable Convolution Neural Networks for GPUs

Linnan Wang, Chenhan Yu, Satish Salian, Slawomir Kierat, Szymon Migacz

High-Resolution Face Swapping via Latent Semantics Disentanglement

Yangyang Xu, Bailin Deng, Junle Wang, Yanqing Jing, Jia Pan

Exploring Patch-Wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks

Chanyong Jung, Gihyun Kwon, Jong Chul Ye

FaceFormer: Speech-Driven 3D Facial Animation With Transformers

Yingruo Fan, Zhaojiang Lin, Jun Saito, Wenping Wang, Taku Komura

Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation

Zitian Wang, Xuecheng Nie, Xiaochao Qu, Yunpeng Chen, Si Liu

Infrared Invisible Clothing: Hiding From Infrared Detectors at Multiple Angles in Real World

Xiaopei Zhu, Zhanhao Hu, Siyuan Huang, Jianmin Li, Xiaolin Hu

CVF-SID: Cyclic Multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise From Image

Reyhaneh Neshatavar, Mohsen Yavartanoo, Sanghyun Son, Kyoung Mu Lee

Multi-View Mesh Reconstruction With Neural Deferred Shading

Markus Worchel, Rodrigo Diaz, Weiwen Hu, Oliver Schreer, Ingo Feldmann

CRIS: CLIP-Driven Referring Image Segmentation

Zhaoqing Wang, Yu Lu, Qiang Li, Xunqiang Tao, Yandong Guo

LGT-Net: Indoor Panoramic Room Layout Estimation With Geometry-Aware Transformer Network

Zhigang Jiang, Zhongzheng Xiang, Jinhua Xu, Ming Zhao

DINE: Domain Adaptation From Single and Multiple Black-Box Predictors

Jian Liang, Dapeng Hu, Jiashi Feng, Ran He

Human-Object Interaction Detection via Disentangled Transformer

Desen Zhou, Zhichao Liu, Jian Wang, Leshan Wang, Tao Hu

Cross-Modal Clinical Graph Transformer for Ophthalmic Report Generation

Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang

Pointly-Supervised Instance Segmentation

Bowen Cheng, Omkar Parkhi, Alexander Kirillov

Incremental Transformer Structure Enhanced Image Inpainting With Masking Positional Encoding

Qiaole Dong, Chenjie Cao, Yanwei Fu

Motion-Aware Contrastive Video Representation Learning via Foreground-Background Merging

Shuangrui Ding, Maomao Li, Tianyu Yang, Rui Qian, Haohang Xu

Cross-Modal Map Learning for Vision and Language Navigation

Georgios Georgakis, Karl Schmeckpeper, Karan Wanchoo, Soham Dan, Eleni Miltsakaki

CLRNet: Cross Layer Refinement Network for Lane Detection

Tu Zheng, Yifei Huang, Yang Liu, Wenjian Tang, Zheng Yang

Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion

Tianpei Gu, Guangyi Chen, Junlong Li, Chunze Lin, Yongming Rao

HyperDet3D: Learning a Scene-Conditioned 3D Object Detector

Yu Zheng, Yueqi Duan, Jiwen Lu, Jie Zhou, Qi Tian

NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

Zihan Zhu, Songyou Peng, Viktor Larsson, Weiwei Xu, Hujun Bao

Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts

Chongzhi Zhang, Mingyuan Zhang, Shanghang Zhang, Daisheng Jin, Qiang Zhou

End-to-End Generative Pretraining for Multimodal Video Captioning

Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab, Cordelia Schmid

Balanced and Hierarchical Relation Learning for One-Shot Object Detection

Hanqing Yang, Sijia Cai, Hualian Sheng, Bing Deng, Jianqiang Huang

Blind2Unblind: Self-Supervised Image Denoising With Visible Blind Spots

Zejin Wang, Jiazheng Liu, Guoqing Li, Hua Han

Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization

Yabin Zhang, Minghan Li, Ruihuang Li, Kui Jia, Lei Zhang

3D Moments From Near-Duplicate Photos

Qianqian Wang, Zhengqi Li, David Salesin, Noah Snavely, Brian Curless

Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation

Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaid, Dan Xu

Bridging the Gap Between Classification and Localization for Weakly Supervised Object Localization

Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon

Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning

Moslem Yazdanpanah, Aamer Abdul Rahman, Muawiz Chaudhary, Christian Desrosiers, Mohammad Havaei

ATPFL: Automatic Trajectory Prediction Model Design Under Federated Learning Framework

Chunnan Wang, Xiang Chen, Junzhe Wang, Hongzhi Wang

CAPRI-Net: Learning Compact CAD Shapes With Adaptive Primitive Assembly

Fenggen Yu, Zhiqin Chen, Manyi Li, Aditya Sanghi, Hooman Shayani

Learning To Affiliate: Mutual Centralized Learning for Few-Shot Classification

Yang Liu, Weifeng Zhang, Chao Xiang, Tu Zheng, Deng Cai

ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic

Yoad Tewel, Yoav Shalev, Idan Schwartz, Lior Wolf

ZebraPose: Coarse To Fine Surface Encoding for 6DoF Object Pose Estimation

Yongzhi Su, Mahdi Saleh, Torben Fetzer, Jason Rambach, Nassir Navab

Do Learned Representations Respect Causal Relationships?

Lan Wang, Vishnu Naresh Boddeti

RIM-Net: Recursive Implicit Fields for Unsupervised Learning of Hierarchical Shape Structures

Chengjie Niu, Manyi Li, Kai Xu, Hao Zhang

Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions

Huaizu Jiang, Xiaojian Ma, Weili Nie, Zhiding Yu, Yuke Zhu

Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning

Xiangyu Li, Xu Yang, Kun Wei, Cheng Deng, Muli Yang

Learning Adaptive Warping for Real-World Rolling Shutter Correction

Mingdeng Cao, Zhihang Zhong, Jiahao Wang, Yinqiang Zheng, Yujiu Yang

Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection From Point Clouds

Chenhang He, Ruihuang Li, Shuai Li, Lei Zhang

TWIST: Two-Way Inter-Label Self-Training for Semi-Supervised 3D Instance Segmentation

Ruihang Chu, Xiaoqing Ye, Zhengzhe LIU, Xiao Tan, Xiaojuan Qi

DATA: Domain-Aware and Task-Aware Self-Supervised Learning

Qing Chang, Junran Peng, Lingxi Xie, Jiajun Sun, Haoran Yin

Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism

Binbin Yang, Xinchi Deng, Han Shi, Changlin Li, Gengwei Zhang

f-SfT: Shape-From-Template With a Physics-Based Deformation Model

Navami Kairanda, Edith Tretschk, Mohamed Elgharib, Christian Theobalt, Vladislav Golyanik

Deep Hierarchical Semantic Segmentation

Liulei Li, Tianfei Zhou, Wenguan Wang, Jianwu Li, Yi Yang

Recurrent Dynamic Embedding for Video Object Segmentation

Mingxing Li, Li Hu, Zhiwei Xiong, Bang Zhang, PAN PAN

Holocurtains: Programming Light Curtains via Binary Holography

Dorian Chan, Srinivasa G. Narasimhan, Matthew O'Toole

Controllable Animation of Fluid Elements in Still Images

Aniruddha Mahapatra, Kuldeep Kulkarni

Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast

Ye Du, Zehua Fu, Qingjie LIU, Yunhong Wang

Pixel Screening Based Intermediate Correction for Blind Deblurring

Meina Zhang, Yingying Fang, Guoxi Ni, Tieyong Zeng

One Loss for Quantization: Deep Hashing With Discrete Wasserstein Distributional Matching

Khoa D. Doan, Peng Yang, Ping Li

Estimating Example Difficulty Using Variance of Gradients

Chirag Agarwal, Daniel D'souza, Sara Hooker

GASP, a Generalized Framework for Agglomerative Clustering of Signed Graphs and Its Application to Instance Segmentation

Alberto Bailoni, Constantin Pape, Nathan Hütsch, Steffen Wolf, Thorsten Beier

SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization

Canjie Luo, LianWen Jin, Jingdong Chen

Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification

Haowei Zhu, Wenjing Ke, Dong Li, Ji Liu, Lu Tian