CVPR

HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing

Yuval Alaluf, Omer Tov, Ron Mokady, Rinon Gal, Amit H. Bermano

Comments Accepted to CVPR 2022; Project page available at http://yuval-alaluf.github.io/hyperstyle/

DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

Lukas Hoyer, Dengxin Dai, Luc Van Gool

Comments CVPR 2022

Deep Decomposition for Stochastic Normal-Abnormal Transport

Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer

Comments Accepted as ORAL to CVPR 2022 (15 pages, 5 figures)

Instance-wise Occlusion and Depth Orders in Natural Scenes

Hyunmin Lee, Jaesik Park

Comments Accepted to CVPR 2022. Code is available at https://github.com/POSTECH-CVLab/InstaOrder

Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations

Mehdi S. M. Sajjadi, Henning Meyer, Etienne Pot, Urs Bergmann, Klaus Greff, Noha Radwan, Suhani Vora, Mario Lucic, Daniel Duckworth, Alexey Dosovitskiy, Jakob Uszkoreit, Thomas Funkhouser, Andrea Tagliasacchi

Comments Accepted to CVPR 2022, Project website: https://srt-paper.github.io/

Journal ref CVPR 2022

Recurrent Variational Network: A Deep Learning Inverse Problem Solver applied to the task of Accelerated MRI Reconstruction

George Yiasemis, Jan-Jakob Sonke, Clarisa Sánchez, Jonas Teuwen

Comments 18 pages, 10 figures, 3 tables, CVPR 22

Local Texture Estimator for Implicit Representation Function

Jaewon Lee, Kyong Hwan Jin

Comments CVPR 2022 camera-ready version (https://ipl.dgist.ac.kr/LTE_cvpr.pdf)

IntentVizor: Towards Generic Query Guided Interactive Video Summarization

Guande Wu, Jianzhe Lin, Claudio T. Silva

Comments 10 pages and 4 figures, CVPR 2022

Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement

Beomyoung Kim, Youngjoon Yoo, Chaeeun Rhee, Junmo Kim

Comments CVPR 2022, Accepted

Unsupervised Visual Representation Learning by Online Constrained K-Means

Qi Qian, Yuanhong Xu, Juhua Hu, Hao Li, Rong Jin

Comments accepted by CVPR'22

Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings

Innfarn Yoo, Huiwen Chang, Xiyang Luo, Ondrej Stava, Ce Liu, Peyman Milanfar, Feng Yang

Comments Accepted by CVPR 2022

Opening up Open-World Tracking

Yang Liu, Idil Esen Zulfikar, Jonathon Luiten, Achal Dave, Deva Ramanan, Bastian Leibe, Aljoša Ošep, Laura Leal-Taixé

Comments CVPR 2022 (Oral). https://openworldtracking.github.io/

Robust Optimization as Data Augmentation for Large-scale Graphs

Kezhi Kong, Guohao Li, Mucong Ding, Zuxuan Wu, Chen Zhu, Bernard Ghanem, Gavin Taylor, Tom Goldstein

Comments Accepted at CVPR 2022

Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning

Minghao Chen, Fangyun Wei, Chong Li, Deng Cai

Comments Accepted by CVPR 2022

GIRAFFE HD: A High-Resolution 3D-aware Generative Model

Yang Xue, Yuheng Li, Krishna Kumar Singh, Yong Jae Lee

Comments CVPR 2022

Energy-based Latent Aligner for Incremental Learning

K J Joseph, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Vineeth N Balasubramanian

Comments To appear in CVPR 2022. Code is available in https://github.com/JosephKJ/ELI

Controllable Dynamic Multi-Task Architectures

Dripta S. Raychaudhuri, Yumin Suh, Samuel Schulter, Xiang Yu, Masoud Faraki, Amit K. Roy-Chowdhury, Manmohan Chandraker

Comments Accepted at CVPR 2022

Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model

Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li

Comments Accepted by CVPR 2022

Attributable Visual Similarity Learning

Borui Zhang, Wenzhao Zheng, Jie Zhou, Jiwen Lu

Comments Accepted to CVPR 2022. Source code available at https://github.com/zbr17/AVSL

Optimizing Elimination Templates by Greedy Parameter Search

Evgeniy Martyushev, Jana Vrablikova, Tomas Pajdla

Comments 18 pages, CVPR 2022

Learning Where to Learn in Cross-View Self-Supervised Learning

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

Comments To appear at CVPR'2022. 13 pages, 5 figures, and 9 tables

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

Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Subhadeep Koley, Rohit Kundu, Aneeshan Sain, Tao Xiang, Yi-Zhe Song

Comments 10 pages, 3 figures. Accepted in CVPR 2022

Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval

Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

Comments IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022 Code: https://github.com/AyanKumarBhunia/Stroke_Subset_Selector-for-FGSBIR

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

Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, Yi-Zhe Song

Comments Accepted in CVPR 2022

MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection

Bumsoo Kim, Jonghwan Mun, Kyoung-Woon On, Minchul Shin, Junhyun Lee, Eun-Sol Kim

Comments CVPR 2022

Bi-level Doubly Variational Learning for Energy-based Latent Variable Models

Ge Kan, Jinhu Lü, Tian Wang, Baochang Zhang, Aichun Zhu, Lei Huang, Guodong Guo, Hichem Snoussi

Comments CVPR 2022

Sketch3T: Test-Time Training for Zero-Shot SBIR

Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

Comments 10 pages, 5 figures. Accepted in CVPR 2022

Brain-inspired Multilayer Perceptron with Spiking Neurons

Wenshuo Li, Hanting Chen, Jianyuan Guo, Ziyang Zhang, Yunhe Wang

Comments This paper is accepted by CVPR 2022

Part-based Pseudo Label Refinement for Unsupervised Person Re-identification

Yoonki Cho, Woo Jae Kim, Seunghoon Hong, Sung-Eui Yoon

Comments CVPR 2022

Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background Creation

Naofumi Akimoto, Yuhi Matsuo, Yoshimitsu Aoki

Comments Accepted to CVPR 2022. Project page: https://akmtn.github.io/omni-dreamer/