CVPR 2022

2,074 papers

Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo

Chaoning Zhang, Kang Zhang, Trung X. Pham, Axi Niu, Zhinan Qiao

Partially Does It: Towards Scene-Level FG-SBIR With Partial Input

Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang

Enhancing Adversarial Training With Second-Order Statistics of Weights

Gaojie Jin, Xinping Yi, Wei Huang, Sven Schewe, Xiaowei Huang

Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis

Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan

Non-Iterative Recovery From Nonlinear Observations Using Generative Models

Jiulong Liu, Zhaoqiang Liu

A Style-Aware Discriminator for Controllable Image Translation

Kunhee Kim, Sanghun Park, Eunyeong Jeon, Taehun Kim, Daijin Kim

Pyramid Grafting Network for One-Stage High Resolution Saliency Detection

Chenxi Xie, Changqun Xia, Mingcan Ma, Zhirui Zhao, Xiaowu Chen

Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection

Jiaxi Wu, JIAXIN CHEN, Mengzhe He, Yiru Wang, Bo Li

Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment

Jiayu Xiao, Liang Li, Chaofei Wang, Zheng-Jun Zha, Qingming Huang

CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding

Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake, Amaya Dharmasiri, Kanchana Thilakarathna

Glass Segmentation Using Intensity and Spectral Polarization Cues

Haiyang Mei, Bo Dong, Wen Dong, Jiaxi Yang, Seung-Hwan Baek

Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation

Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng

SNUG: Self-Supervised Neural Dynamic Garments

Igor Santesteban, Miguel A. Otaduy, Dan Casas

Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device

Hyojin Park, Alan Yessenbayev, Tushar Singhal, Navin Kumar Adhikari, Yizhe Zhang

Shape From Polarization for Complex Scenes in the Wild

Chenyang Lei, Chenyang Qi, Jiaxin Xie, Na Fan, Vladlen Koltun

On the Instability of Relative Pose Estimation and RANSAC's Role

Hongyi Fan, Joe Kileel, Benjamin Kimia

The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift

Sara Beery, Guanhang Wu, Trevor Edwards, Filip Pavetic, Bo Majewski

Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks

Xizhou Zhu, Jinguo Zhu, Hao Li, Xiaoshi Wu, hongsheng Li

Comparing Correspondences: Video Prediction With Correspondence-Wise Losses

Daniel Geng, Max Hamilton, Andrew Owens

ICON: Implicit Clothed Humans Obtained From Normals

Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas, Michael J. Black

Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches

Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Subhadeep Koley, Rohit Kundu, Aneeshan Sain

Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint

Jiaxian Guo, Jiachen Li, Huan Fu, Mingming Gong, Kun Zhang

Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection

Siyue Yu, Jimin Xiao, Bingfeng Zhang, Eng Gee Lim

Bayesian Invariant Risk Minimization

Yong Lin, Hanze Dong, Hao Wang, Tong Zhang

LAR-SR: A Local Autoregressive Model for Image Super-Resolution

Baisong Guo, Xiaoyun Zhang, Haoning Wu, Yu Wang, Ya Zhang

A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models

Kirill Sirotkin, Pablo Carballeira, Marcos Escudero-Viñolo

Few-Shot Head Swapping in the Wild

Changyong Shu, Hemao Wu, Hang Zhou, Jiaming Liu, Zhibin Hong

Temporal Alignment Networks for Long-Term Video

Tengda Han, Weidi Xie, Andrew Zisserman

OSSO: Obtaining Skeletal Shape From Outside

Marilyn Keller, Silvia Zuffi, Michael J. Black, Sergi Pujades

Rethinking Deep Face Restoration

Yang Zhao, Yu-Chuan Su, Chun-Te Chu, Yandong Li, Marius Renn

VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention

Shengheng Deng, Zhihao Liang, Lin Sun, Kui Jia

Towards Efficient and Scalable Sharpness-Aware Minimization

Yong Liu, Siqi Mai, Xiangning Chen, Cho-jui Hsieh, Yang You

Opening Up Open World Tracking

Yang Liu, Idil Esen Zulfikar, Jonathon Luiten, Achal Dave, Deva Ramanan

Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference

Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales

DiSparse: Disentangled Sparsification for Multitask Model Compression

Xinglong Sun, Ali Hassani, Zhangyang Wang, Gao Huang, Humphrey Shi

Virtual Elastic Objects

Hsiao-yu Chen, Edith Tretschk, Tuur Stuyck, Petr Kadlecek, Ladislav Kavan

Lepard: Learning Partial Point Cloud Matching in Rigid and Deformable Scenes

Yang Li, Tatsuya Harada

On Aliased Resizing and Surprising Subtleties in GAN Evaluation

Gaurav Parmar, Richard Zhang, Jun-Yan Zhu

Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search

Minbin Huang, Zhijian Huang, Changlin Li, Xin Chen, Hang Xu

RAGO: Recurrent Graph Optimizer for Multiple Rotation Averaging

Heng Li, Zhaopeng Cui, Shuaicheng Liu, Ping Tan

Prompt Distribution Learning

Yuning Lu, Jianzhuang Liu, Yonggang Zhang, Yajing Liu, Xinmei Tian

Invariant Grounding for Video Question Answering

Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua

KeyTr: Keypoint Transporter for 3D Reconstruction of Deformable Objects in Videos

David Novotny, Ignacio Rocco, Samarth Sinha, Alexandre Carlier, Gael Kerchenbaum

TransRank: Self-Supervised Video Representation Learning via Ranking-Based Transformation Recognition

Haodong Duan, Nanxuan Zhao, Kai Chen, Dahua Lin

HCSC: Hierarchical Contrastive Selective Coding

Yuanfan Guo, Minghao Xu, Jiawen Li, Bingbing Ni, Xuanyu Zhu

DN-DETR: Accelerate DETR Training by Introducing Query DeNoising

Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni

Learning Soft Estimator of Keypoint Scale and Orientation With Probabilistic Covariant Loss

Pei Yan, Yihua Tan, Shengzhou Xiong, Yuan Tai, Yansheng Li

AdaFace: Quality Adaptive Margin for Face Recognition

Minchul Kim, Anil K. Jain, Xiaoming Liu

Mixed Differential Privacy in Computer Vision

Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang, Aaron Roth, Michael Kearns

It's Time for Artistic Correspondence in Music and Video

Didac Suris, Carl Vondrick, Bryan Russell, Justin Salamon

Learning To Refactor Action and Co-Occurrence Features for Temporal Action Localization

Kun Xia, Le Wang, Sanping Zhou, Nanning Zheng, Wei Tang

CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Jinheng Xie, Xianxu Hou, Kai Ye, Linlin Shen

Projective Manifold Gradient Layer for Deep Rotation Regression

Jiayi Chen, Yingda Yin, Tolga Birdal, Baoquan Chen, Leonidas J. Guibas

DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints

Zhendong Zhao, Xiaojun Chen, Yuexin Xuan, Ye Dong, Dakui Wang

Neural Template: Topology-Aware Reconstruction and Disentangled Generation of 3D Meshes

Ka-Hei Hui, Ruihui Li, Jingyu Hu, Chi-Wing Fu

Swin Transformer V2: Scaling Up Capacity and Resolution

Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie

Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval

Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury

Forward Compatible Training for Large-Scale Embedding Retrieval Systems

Vivek Ramanujan, Pavan Kumar Anasosalu Vasu, Ali Farhadi, Oncel Tuzel, Hadi Pouransari

Hyperbolic Image Segmentation

Mina Ghadimi Atigh, Julian Schoep, Erman Acar, Nanne Van Noord, Pascal Mettes

CVNet: Contour Vibration Network for Building Extraction

Ziqiang Xu, Chunyan Xu, Zhen Cui, Xiangwei Zheng, Jian Yang

Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution

Jie Liang, Hui Zeng, Lei Zhang

Contrastive Boundary Learning for Point Cloud Segmentation

Liyao Tang, Yibing Zhan, Zhe Chen, Baosheng Yu, Dacheng Tao

Multi-Instance Point Cloud Registration by Efficient Correspondence Clustering

Weixuan Tang, Danping Zou

Exploiting Temporal Relations on Radar Perception for Autonomous Driving

Peizhao Li, Pu Wang, Karl Berntorp, Hongfu Liu

SASIC: Stereo Image Compression With Latent Shifts and Stereo Attention

Matthias Wödlinger, Jan Kotera, Jan Xu, Robert Sablatnig

Abandoning the Bayer-Filter To See in the Dark

Xingbo Dong, Wanyan Xu, Zhihui Miao, Lan Ma, Chao Zhang

R(Det)2: Randomized Decision Routing for Object Detection

Yali Li, Shengjin Wang

TransGeo: Transformer Is All You Need for Cross-View Image Geo-Localization

Sijie Zhu, Mubarak Shah, Chen Chen

3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds

Daigang Cai, Lichen Zhao, Jing Zhang, Lu Sheng, Dong Xu

Deblurring via Stochastic Refinement

Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis

Single-Photon Structured Light

Varun Sundar, Sizhuo Ma, Aswin C. Sankaranarayanan, Mohit Gupta

Iterative Corresponding Geometry: Fusing Region and Depth for Highly Efficient 3D Tracking of Textureless Objects

Manuel Stoiber, Martin Sundermeyer, Rudolph Triebel

Self-Supervised Learning of Object Parts for Semantic Segmentation

Adrian Ziegler, Yuki M. Asano

Knowledge Mining With Scene Text for Fine-Grained Recognition

Hao Wang, Junchao Liao, Tianheng Cheng, Zewen Gao, Hao Liu

Discovering Objects That Can Move

Zhipeng Bao, Pavel Tokmakov, Allan Jabri, Yu-Xiong Wang, Adrien Gaidon

CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning

Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele

E2V-SDE: From Asynchronous Events to Fast and Continuous Video Reconstruction via Neural Stochastic Differential Equations

Jongwan Kim, Dongjin Lee, Byunggook Na, Seongsik Park, Sungroh Yoon

Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing

Xiaoxue Chen, Tianyu Liu, Hao Zhao, Guyue Zhou, Ya-Qin Zhang

Discrete Cosine Transform Network for Guided Depth Map Super-Resolution

Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Zudi Lin, Hanspeter Pfister

Towards Principled Disentanglement for Domain Generalization

Hanlin Zhang, Yi-Fan Zhang, Weiyang Liu, Adrian Weller, Bernhard Schölkopf

Highly-Efficient Incomplete Large-Scale Multi-View Clustering With Consensus Bipartite Graph

Siwei Wang, Xinwang Liu, Li Liu, Wenxuan Tu, Xinzhong Zhu

Weakly Supervised High-Fidelity Clothing Model Generation

Ruili Feng, Cheng Ma, Chengji Shen, Xin Gao, Zhenjiang Liu

Sub-Word Level Lip Reading With Visual Attention

K R Prajwal, Triantafyllos Afouras, Andrew Zisserman

Reinforced Structured State-Evolution for Vision-Language Navigation

Jinyu Chen, Chen Gao, Erli Meng, Qiong Zhang, Si Liu

StyleSwin: Transformer-Based GAN for High-Resolution Image Generation

Bowen Zhang, Shuyang Gu, Bo Zhang, Jianmin Bao, Dong Chen

Modular Action Concept Grounding in Semantic Video Prediction

Wei Yu, Wenxin Chen, Songheng Yin, Steve Easterbrook, Animesh Garg

Quantifying Societal Bias Amplification in Image Captioning

Yusuke Hirota, Yuta Nakashima, Noa Garcia

EfficientNeRF Efficient Neural Radiance Fields

Tao Hu, Shu Liu, Yilun Chen, Tiancheng Shen, Jiaya Jia

HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network

Joonkyu Park, Yeonguk Oh, Gyeongsik Moon, Hongsuk Choi, Kyoung Mu Lee

OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks

Wanyu Lin, Hao Lan, Hao Wang, Baochun Li

SimMatch: Semi-Supervised Learning With Similarity Matching

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

Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos

Muheng Li, Lei Chen, Yueqi Duan, Zhilan Hu, Jianjiang Feng

Online Learning of Reusable Abstract Models for Object Goal Navigation

Tommaso Campari, Leonardo Lamanna, Paolo Traverso, Luciano Serafini, Lamberto Ballan

Toward Fast, Flexible, and Robust Low-Light Image Enhancement

Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo

SIOD: Single Instance Annotated per Category per Image for Object Detection

Hanjun Li, Xingjia Pan, Ke Yan, Fan Tang, Wei-Shi Zheng

Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity

Weiyao Wang, Matt Feiszli, Heng Wang, Jitendra Malik, Du Tran

Modeling 3D Layout for Group Re-Identification

Quan Zhang, Kaiheng Dang, Jian-Huang Lai, Zhanxiang Feng, Xiaohua Xie

Neural Rays for Occlusion-Aware Image-Based Rendering

Yuan Liu, Sida Peng, Lingjie Liu, Qianqian Wang, Peng Wang

Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data

Junfeng Lyu, Zhibo Wang, Feng Xu

Exploring Dual-Task Correlation for Pose Guided Person Image Generation

Pengze Zhang, Lingxiao Yang, Jian-Huang Lai, Xiaohua Xie