CVPR

GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection

Sowmen Das, Md. Saiful Islam, Md. Ruhul Amin

Comments Accepted for publication at the CVPR 2022 Media Forensics Workshop

SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting

Quentin Paletta, Anthony Hu, Guillaume Arbod, Philippe Blanc, Joan Lasenby

Comments CVPR 2022 - OmniCV workshop (oral)

Consistent Explanations by Contrastive Learning

Vipin Pillai, Soroush Abbasi Koohpayegani, Ashley Ouligian, Dennis Fong, Hamed Pirsiavash

Comments To be published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022

Total Variation Optimization Layers for Computer Vision

Raymond A. Yeh, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing

Comments CVPR 2022

Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction

Kalyan Vasudev Alwala, Abhinav Gupta, Shubham Tulsiani

Comments To appear in CVPR 22. Project page: https://shubhtuls.github.io/ss3d/

Unsupervised Image-to-Image Translation with Generative Prior

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

Comments CVPR 2022. Code: https://github.com/williamyang1991/GP-UNIT Project page: https://www.mmlab-ntu.com/project/gpunit/

Unified Contrastive Learning in Image-Text-Label Space

Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao

Comments CVPR 2022

AutoRF: Learning 3D Object Radiance Fields from Single View Observations

Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder

Comments CVPR 2022. Project page: https://sirwyver.github.io/AutoRF/

L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation

Peng-Tao Jiang, Yuqi Yang, Qibin Hou, Yunchao Wei

Comments Accepted at CVPR 2022

AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis

Zhiqin Chen, Kangxue Yin, Sanja Fidler

Comments CVPR 2022. Project page: https://nv-tlabs.github.io/AUV-NET

Hierarchical Self-supervised Representation Learning for Movie Understanding

Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo

Comments CVPR 2022

Multi-Scale Memory-Based Video Deblurring

Bo Ji, Angela Yao

Comments Accepted by CVPR 2022

Towards An End-to-End Framework for Flow-Guided Video Inpainting

Zhen Li, Cheng-Ze Lu, Jianhua Qin, Chun-Le Guo, Ming-Ming Cheng

Comments Accepted to CVPR 2022

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

Yanan Wang, Xuezhi Liang, Shengcai Liao

Comments The paper is accepted by CVPR 2022, including the appendix

Rethinking Visual Geo-localization for Large-Scale Applications

Gabriele Berton, Carlo Masone, Barbara Caputo

Comments CVPR 2022

SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation

Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yuan

Comments Accepted to CVPR 2022

Discriminability-enforcing loss to improve representation learning

Florinel-Alin Croitoru, Diana-Nicoleta Grigore, Radu Tudor Ionescu

Comments Accepted in CVPR Workshops

Dense Depth Priors for Neural Radiance Fields from Sparse Input Views

Barbara Roessle, Jonathan T. Barron, Ben Mildenhall, Pratul P. Srinivasan, Matthias Nießner

Comments CVPR 2022, project page: https://barbararoessle.github.io/dense_depth_priors_nerf/ , video: https://youtu.be/zzkvvdcvksc

Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation

Zechun Liu, Kwang-Ting Cheng, Dong Huang, Eric Xing, Zhiqiang Shen

Comments CVPR 2022

Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos

Denys Rozumnyi, Martin R. Oswald, Vittorio Ferrari, Marc Pollefeys

Comments CVPR 2022 camera-ready

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

"The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping

Avishkar Saha, Oscar Mendez, Chris Russell, Richard Bowden

Comments Accepted to CVPR 2022

An Empirical Study of End-to-End Temporal Action Detection

Xiaolong Liu, Song Bai, Xiang Bai

Comments Accepted by CVPR 2022. 13 pages, including supplementary

Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network

Byung-Kwan Lee, Junho Kim, Yong Man Ro

Comments CVPR 2022

Aesthetic Text Logo Synthesis via Content-aware Layout Inferring

Yizhi Wang, Guo Pu, Wenhan Luo, Yexin Wang, Pengfei Xiong, Hongwen Kang, Zhouhui Lian

Comments Accepted by CVPR 2022. Code and Dataset: https://github.com/yizhiwang96/TextLogoLayout

Towards Robust Adaptive Object Detection under Noisy Annotations

Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan

Comments CVPR-2022 Version

Gait Recognition in the Wild with Dense 3D Representations and A Benchmark

Jinkai Zheng, Xinchen Liu, Wu Liu, Lingxiao He, Chenggang Yan, Tao Mei

Comments 16 pages, 11 figures, CVPR 2022 accepted, project page: https://gait3d.github.io/

Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition

Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao

Comments CVPR 2022 Oral presentation

SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters

Albert Mosella-Montoro, Javier Ruiz-Hidalgo

Comments CVPR 2022

vCLIMB: A Novel Video Class Incremental Learning Benchmark

Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem

Comments An updated version of our CVPR 2022 paper (oral); v2 adds minor text changes. The code of our benchmark can be found at: https://vclimb.netlify.app/

LAVT: Language-Aware Vision Transformer for Referring Image Segmentation

Zhao Yang, Jiaqi Wang, Yansong Tang, Kai Chen, Hengshuang Zhao, Philip H. S. Torr

Comments CVPR 2022