CVPR

NeRFReN: Neural Radiance Fields with Reflections

Yuan-Chen Guo, Di Kang, Linchao Bao, Yu He, Song-Hai Zhang

Comments Accepted to CVPR 2022. Project page: https://bennyguo.github.io/nerfren/

UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation

Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, Kuk-Jin Yoon

Comments Accepted to CVPR 2022

An Image Patch is a Wave: Phase-Aware Vision MLP

Yehui Tang, Kai Han, Jianyuan Guo, Chang Xu, Yanxi Li, Chao Xu, Yunhe Wang

Comments This paper is accepted by CVPR 2022 (oral presentation)

L-Verse: Bidirectional Generation Between Image and Text

Taehoon Kim, Gwangmo Song, Sihaeng Lee, Sangyun Kim, Yewon Seo, Soonyoung Lee, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae

Comments Accepted to CVPR 2022 as Oral Presentation (18 pages, 14 figures, 4 tables)

It's About Time: Analog Clock Reading in the Wild

Charig Yang, Weidi Xie, Andrew Zisserman

Comments CVPR 2022. Project page: https://www.robots.ox.ac.uk/~vgg/research/time

NTIRE 2021 Multi-modal Aerial View Object Classification Challenge

Jerrick Liu, Nathan Inkawhich, Oliver Nina, Radu Timofte, Sahil Jain, Bob Lee, Yuru Duan, Wei Wei, Lei Zhang, Songzheng Xu, Yuxuan Sun, Jiaqi Tang, Xueli Geng, Mengru Ma, Gongzhe Li, Xueli Geng, Huanqia Cai, Chengxue Cai, Sol Cummings, Casian Miron, Alexandru Pasarica, Cheng-Yen Yang, Hung-Min Hsu, Jiarui Cai, Jie Mei, Chia-Ying Yeh, Jenq-Neng Hwang, Michael Xin, Zhongkai Shangguan, Zihe Zheng, Xu Yifei, Lehan Yang, Kele Xu, Min Feng

Comments The paper needs to be withdrawn since it did not properly go through the public release process. We will soon release a new version to replace this one

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021, 588-595

Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification

Shengcai Liao, Ling Shao

Comments This paper has been accepted by CVPR 2022

ObjectFolder 2.0: A Multisensory Object Dataset for Sim2Real Transfer

Ruohan Gao, Zilin Si, Yen-Yu Chang, Samuel Clarke, Jeannette Bohg, Li Fei-Fei, Wenzhen Yuan, Jiajun Wu

Comments In CVPR 2022. Gao, Si, and Chang contributed equally to this work. Project page: https://ai.stanford.edu/~rhgao/objectfolder2.0/

Neural Convolutional Surfaces

Luca Morreale, Noam Aigerman, Paul Guerrero, Vladimir G. Kim, Niloy J. Mitra

Journal ref CVPR 2022

IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric Images

Kai Zhang, Fujun Luan, Zhengqi Li, Noah Snavely

Comments CVPR 2022; Project page is: https://kai-46.github.io/IRON-website/

SNUG: Self-Supervised Neural Dynamic Garments

Igor Santesteban, Miguel A. Otaduy, Dan Casas

Comments CVPR 2022 (Oral). Project website: http://mslab.es/projects/SNUG/

Detector-Free Weakly Supervised Group Activity Recognition

Dongkeun Kim, Jinsung Lee, Minsu Cho, Suha Kwak

Comments Accepted to CVPR 2022

Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation

Tao Feng, Mang Wang, Hangjie Yuan

Comments Accepted by CVPR 2022. arXiv admin note: substantial text overlap with arXiv:2110.13471

P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior

Vaishakh Patil, Christos Sakaridis, Alexander Liniger, Luc Van Gool

Comments Accepted at CVPR 2022

Text Spotting Transformers

Xiang Zhang, Yongwen Su, Subarna Tripathi, Zhuowen Tu

Comments Accepted to CVPR 2022

Progressive Minimal Path Method with Embedded CNN

Wei Liao

Comments Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022

Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels

Jiwon Kim, Kwangrok Ryoo, Junyoung Seo, Gyuseong Lee, Daehwan Kim, Hansang Cho, Seungryong Kim

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

Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection

Li Yin, Juan M Perez-Rua, Kevin J Liang

Comments Accepted to CVPR 2022

Probing Representation Forgetting in Supervised and Unsupervised Continual Learning

MohammadReza Davari, Nader Asadi, Sudhir Mudur, Rahaf Aljundi, Eugene Belilovsky

Comments Accepted at CVPR 2022

Protecting Celebrities from DeepFake with Identity Consistency Transformer

Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Ting Zhang, Weiming Zhang, Nenghai Yu, Dong Chen, Fang Wen, Baining Guo

Comments To Appear at CVPR 2022, code is available at https://github.com/LightDXY/ICT_DeepFake

SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video

Boyi Jiang, Yang Hong, Hujun Bao, Juyong Zhang

Comments CVPR 2022, Oral. Project page: https://jby1993.github.io/SelfRecon/

GAN-Supervised Dense Visual Alignment

William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman

Comments An updated version of our CVPR 2022 paper (oral); v2 features additional references and minor text changes. Code available at https://www.github.com/wpeebles/gangealing . Project page and videos available at https://www.wpeebles.com/gangealing

Spatio-temporal Relation Modeling for Few-shot Action Recognition

Anirudh Thatipelli, Sanath Narayan, Salman Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Bernard Ghanem

Comments CVPR 2022

Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective

Yuejiang Liu, Riccardo Cadei, Jonas Schweizer, Sherwin Bahmani, Alexandre Alahi

Comments CVPR 2022. Code is available at https://github.com/vita-epfl/causalmotion. v4: fixed typo

Deep Image-based Illumination Harmonization

Zhongyun Bao, Chengjiang Long, Gang Fu, Daquan Liu, Yuanzhen Li, Jiaming Wu, Chunxia Xiao

Comments The paper has been accepted to Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, Jue 19-24, 2022

Styleformer: Transformer based Generative Adversarial Networks with Style Vector

Jeeseung Park, Younggeun Kim

Comments CVPR 2022

Revisiting Near/Remote Sensing with Geospatial Attention

Scott Workman, M. Usman Rafique, Hunter Blanton, Nathan Jacobs

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

Large-Scale Pre-training for Person Re-identification with Noisy Labels

Dengpan Fu, Dongdong Chen, Hao Yang, Jianmin Bao, Lu Yuan, Lei Zhang, Houqiang Li, Fang Wen, Dong Chen

Comments To Appear at CVPR 2022, code is available at https://github.com/DengpanFu/LUPerson-NL

The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization

M. Jehanzeb Mirza, Jakub Micorek, Horst Possegger, Horst Bischof

Comments Accepted to CVPR 2022 - Camera Ready Version - Code: https://github.com/jmiemirza/DUA

Less is More: Generating Grounded Navigation Instructions from Landmarks

Su Wang, Ceslee Montgomery, Jordi Orbay, Vighnesh Birodkar, Aleksandra Faust, Izzeddin Gur, Natasha Jaques, Austin Waters, Jason Baldridge, Peter Anderson

Comments CVPR 2022 Camera-ready