CVPR

Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

Comments CVPR 2022. Code: https://github.com/williamyang1991/DualStyleGAN Project page: https://www.mmlab-ntu.com/project/dualstylegan/

Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation

Xian Liu, Qianyi Wu, Hang Zhou, Yinghao Xu, Rui Qian, Xinyi Lin, Xiaowei Zhou, Wayne Wu, Bo Dai, Bolei Zhou

Comments Accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022. Camera-Ready Version, 19 Pages

Moving Window Regression: A Novel Approach to Ordinal Regression

Nyeong-Ho Shin, Seon-Ho Lee, Chang-Su Kim

Comments Accepted to CVPR 2022

Egocentric Prediction of Action Target in 3D

Yiming Li, Ziang Cao, Andrew Liang, Benjamin Liang, Luoyao Chen, Hang Zhao, Chen Feng

Comments 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception

Shaoyu Chen, Xinggang Wang, Tianheng Cheng, Wenqiang Zhang, Qian Zhang, Chang Huang, Wenyu Liu

Comments Accepted by CVPR 2022

Compound Domain Generalization via Meta-Knowledge Encoding

Chaoqi Chen, Jiongcheng Li, Xiaoguang Han, Xiaoqing Liu, Yizhou Yu

Comments Accepted by CVPR 2022

Neural Reflectance for Shape Recovery with Shadow Handling

Junxuan Li, Hongdong Li

Comments Accepted to CVPR 2022. Codes available in https://github.com/junxuan-li/Neural-Reflectance-PS

ContrastMask: Contrastive Learning to Segment Every Thing

Xuehui Wang, Kai Zhao, Ruixin Zhang, Shouhong Ding, Yan Wang, Wei Shen

Comments Accepted to CVPR 2022

Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity

Cheng Luo, Qinliang Lin, Weicheng Xie, Bizhu Wu, Jinheng Xie, Linlin Shen

Comments CVPR 2022 conference (accepted), 18 pages, 17 figure

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

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

Comments CVPR 2022

Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut

Yangtao Wang, Xi Shen, Shell Hu, Yuan Yuan, James Crowley, Dominique Vaufreydaz

Journal ref CVPR 2022 - Conference on Computer Vision and Pattern Recognition, Jun 2022, New Orleans, United States

VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks

Yi-Lin Sung, Jaemin Cho, Mohit Bansal

Comments CVPR 2022 (15 pages; with new video-text and CLIP-ViL experiments)

Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model

Zipeng Xu, Tianwei Lin, Hao Tang, Fu Li, Dongliang He, Nicu Sebe, Radu Timofte, Luc Van Gool, Errui Ding

Comments To appear in CVPR 2022

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

Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun, Yu Wang, Hai Li, Yiran Chen

Comments Accepted by CVPR 2022

QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection

Chenhongyi Yang, Zehao Huang, Naiyan Wang

Comments CVPR 2022

DyRep: Bootstrapping Training with Dynamic Re-parameterization

Tao Huang, Shan You, Bohan Zhang, Yuxuan Du, Fei Wang, Chen Qian, Chang Xu

Comments Accepted to CVPR 2022

Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection

Hitesh Sapkota, Qi Yu

Comments 2022 Conference on Computer Vision and Pattern Recognition

Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation

Jinchao Yang, Fei Guo, Shuo Chen, Jun Li, Jian Yang

Comments Accepted at CVPR 2022

Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

Jae Shin Yoon, Duygu Ceylan, Tuanfeng Y. Wang, Jingwan Lu, Jimei Yang, Zhixin Shu, Hyun Soo Park

Comments CVPR accepted. 15 pages. 17 figures, 5 tables

Journal ref IEEE Computer Vision and Pattern Recognition (CVPR) 2022

Multidimensional Belief Quantification for Label-Efficient Meta-Learning

Deep Pandey, Qi Yu

Comments CVPR 2022

Enhancing Classifier Conservativeness and Robustness by Polynomiality

Ziqi Wang, Marco Loog

Comments IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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

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

Comments Accepted to CVPR 2022

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

Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun

Comments Accepted by CVPR 2022, https://github.com/drboog/Lafite

Unpaired Deep Image Deraining Using Dual Contrastive Learning

Xiang Chen, Jinshan Pan, Kui Jiang, Yufeng Li, Yufeng Huang, Caihua Kong, Longgang Dai, Zhentao Fan

Comments Accepted by CVPR 2022

DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation

Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero, Jingliang Hu, Ariadna Pregel Hoderlein, Çağlar Şenaras, Timothy Davis, Daniel Cremers, Giovanni Marchisio, Xiao Xiang Zhu, Laura Leal-Taixé

Comments Accepted to CVPR 2022, evaluation webpage: https://codalab.lisn.upsaclay.fr/competitions/2882

Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization

Wei Dong, Junsheng Wu, Yi Luo, Zongyuan Ge, Peng Wang

Comments Paper is accepted to CVPR 2022. Codes and supplementary materials are available at https://github.com/dongwei156/n2n

Training-free Transformer Architecture Search

Qinqin Zhou, Kekai Sheng, Xiawu Zheng, Ke Li, Xing Sun, Yonghong Tian, Jie Chen, Rongrong Ji

Comments Accepted to CVPR 2022

No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time Surfaces

Jia-Xing Zhong, Kaichen Zhou, Qingyong Hu, Bing Wang, Niki Trigoni, Andrew Markham

Comments To appear at CVPR 2022 (Source Code: https://github.com/jx-zhong-for-academic-purpose/Kinet )

Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation

Tianfei Zhou, Meijie Zhang, Fang Zhao, Jianwu Li

Comments Accepted to CVPR 2022. Code: https://github.com/maeve07/RCA.git

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

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

Comments To appear in CVPR 2022. Code will be released