CVPR

SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition

Mingxin Huang, Yuliang Liu, Zhenghao Peng, Chongyu Liu, Dahua Lin, Shenggao Zhu, Nicholas Yuan, Kai Ding, Lianwen Jin

Comments Accepted to be appeared in CVPR 2022

Discovering Objects that Can Move

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

Comments Accepted to CVPR 2022

Differentially Private Federated Learning with Local Regularization and Sparsification

Anda Cheng, Peisong Wang, Xi Sheryl Zhang, Jian Cheng

Comments CVPR 2022

BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation

Wenqiao Zhang, Lei Zhu, James Hallinan, Andrew Makmur, Shengyu Zhang, Qingpeng Cai, Beng Chin Ooi

Comments 11 pages

Journal ref CVPR 2022

Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction

Hyungjin Chung, Byeongsu Sim, Jong Chul Ye

Comments Accepted to CVPR 2022

Input-level Inductive Biases for 3D Reconstruction

Wang Yifan, Carl Doersch, Relja Arandjelović, João Carreira, Andrew Zisserman

Comments CVPR 2022, including supplemental material

Self-supervised Video Transformer

Kanchana Ranasinghe, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, Michael Ryoo

Comments Accepted to CVPR '22

CLIPstyler: Image Style Transfer with a Single Text Condition

Gihyun Kwon, Jong Chul Ye

Comments CVPR 2022 camera ready

Confidence Propagation Cluster: Unleash Full Potential of Object Detectors

Yichun Shen, Wanli Jiang, Zhen Xu, Rundong Li, Junghyun Kwon, Siyi Li

Comments Accepted by CVPR 2022

Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources

Sahar Abdelnabi, Rakibul Hasan, Mario Fritz

Comments CVPR'22

FENeRF: Face Editing in Neural Radiance Fields

Jingxiang Sun, Xuan Wang, Yong Zhang, Xiaoyu Li, Qi Zhang, Yebin Liu, Jue Wang

Comments Accepted to CVPR 2022. Project: https://mrtornado24.github.io/FENeRF/

Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction

Yuanhao Cai, Jing Lin, Xiaowan Hu, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool

Comments CVPR 2022; The first Transformer-based method for snapshot compressive imaging

M3L: Language-based Video Editing via Multi-Modal Multi-Level Transformers

Tsu-Jui Fu, Xin Eric Wang, Scott T. Grafton, Miguel P. Eckstein, William Yang Wang

Comments CVPR'22

Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks

Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen

Comments Accepted to CVPR 2018. Code: https://github.com/Rock-100/FaceKit

DTA: Physical Camouflage Attacks using Differentiable Transformation Network

Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youngyeo Yun, Thi-Thu-Huong Le, Hunmin Yang, Se-Yoon Oh, Howon Kim

Comments Accepted for CVPR 2022

Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?

Cho-Ying Wu, Chin-Cheng Hsu, Ulrich Neumann

Comments Accepted to CVPR 2022. Project page: https://choyingw.github.io/works/Voice2Mesh/index.html. This version supersedes arXiv:2104.10299

Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation

Ruihuang Li, Shuai Li, Chenhang He, Yabin Zhang, Xu Jia, Lei Zhang

Comments This paper has been accepted by CVPR 2022

Cascade Transformers for End-to-End Person Search

Rui Yu, Dawei Du, Rodney LaLonde, Daniel Davila, Christopher Funk, Anthony Hoogs, Brian Clipp

Comments Accepted to CVPR 2022 Code can be found at https://github.com/Kitware/COAT

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

Comments Accepted at CVPR 2022

Interacting Attention Graph for Single Image Two-Hand Reconstruction

Mengcheng Li, Liang An, Hongwen Zhang, Lianpeng Wu, Feng Chen, Tao Yu, Yebin Liu

Comments To appear in CVPR 2022. Project page: http://www.liuyebin.com/IntagHand/Intaghand.html

An Empirical Study of Training End-to-End Vision-and-Language Transformers

Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng

Comments CVPR 2022

Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers

Zhiqi Li, Wenhai Wang, Enze Xie, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, Ping Luo, Tong Lu

Comments Accepted to CVPR 2022

Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification

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

Comments CVPR 2022

Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image

Xuanchi Ren, Xiaolong Wang

Comments Accepted to CVPR 2022. Project page: https://xrenaa.github.io/look-outside-room/

Modulated Contrast for Versatile Image Synthesis

Fangneng Zhan, Jiahui Zhang, Yingchen Yu, Rongliang Wu, Shijian Lu

Comments Accepted to CVPR 2022

Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning

Haoxiang Wang, Yite Wang, Ruoyu Sun, Bo Li

Comments Accepted at CVPR 2022. The code will be released at https://github.com/YiteWang/MetaNTK-NAS Authors' note: This work has an overlap with our previous tech report, arXiv:2006.14606

Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input

Junyoung Byun, Seungju Cho, Myung-Joon Kwon, Hee-Seon Kim, Changick Kim

Comments Accepted at CVPR 2022

Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning

Yangji He, Weihan Liang, Dongyang Zhao, Hong-Yu Zhou, Weifeng Ge, Yizhou Yu, Wenqiang Zhang

Comments To appear in CVPR 2022, codes are released at https://github.com/StomachCold/HCTransformers

Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors

Xinyu Yi, Yuxiao Zhou, Marc Habermann, Soshi Shimada, Vladislav Golyanik, Christian Theobalt, Feng Xu

Comments Accepted by CVPR 2022 with 3 strong accepts. Project page: https://xinyu-yi.github.io/PIP/

GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting

Yan Di, Ruida Zhang, Zhiqiang Lou, Fabian Manhardt, Xiangyang Ji, Nassir Navab, Federico Tombari

Comments CVPR 2022