CVPR

Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images

Snehal Singh Tomar, A. N. Rajagopalan

Comments 5 pages, 4 figures, 2 tables. The paper has already been accepted to and presented at CVPR Workshop on Computer Vision for Augmented and Virtual Reality, New Orleans, LA, 2022

GP22: A Car Styling Dataset for Automotive Designers

Gyunpyo Lee, Taesu Kim, Hyeon-Jeong Suk

Comments 5th CVFAD workshop, CVPR2022

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022, pp. 2268-2272

Task Discrepancy Maximization for Fine-grained Few-Shot Classification

SuBeen Lee, WonJun Moon, Jae-Pil Heo

Comments Accepted to CVPR 2022 as an oral presentation. Code is available at https://github.com/leesb7426/CVPR2022-Task-Discrepancy-Maximization-for-Fine-grained-Few-Shot-Classification

Journal ref IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022

ScaleNet: A Shallow Architecture for Scale Estimation

Axel Barroso-Laguna, Yurun Tian, Krystian Mikolajczyk

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022

Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations

Tianlong Chen, Peihao Wang, Zhiwen Fan, Zhangyang Wang

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

Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion

Xiaopei Wu, Liang Peng, Honghui Yang, Liang Xie, Chenxi Huang, Chengqi Deng, Haifeng Liu, Deng Cai

Comments Accepted by CVPR 2022 (Oral)

MetaFormer Is Actually What You Need for Vision

Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan

Comments CVPR 2022 (Oral). Code: https://github.com/sail-sg/poolformer

PhotoScene: Photorealistic Material and Lighting Transfer for Indoor Scenes

Yu-Ying Yeh, Zhengqin Li, Yannick Hold-Geoffroy, Rui Zhu, Zexiang Xu, Miloš Hašan, Kalyan Sunkavalli, Manmohan Chandraker

Comments Accepted to CVPR 2022; Code is available at https://github.com/ViLab-UCSD/photoscene

Golfer: Trajectory Prediction with Masked Goal Conditioning MnM Network

Xiaocheng Tang, Soheil Sadeghi Eshkevari, Haoyu Chen, Weidan Wu, Wei Qian, Xiaoming Wang

Comments A preliminary version is presented at CVPR 2022 Workshop on Autonomous Driving https://cvpr2022.wad.vision

DRESS: Dynamic REal-time Sparse Subnets

Zhongnan Qu, Syed Shakib Sarwar, Xin Dong, Yuecheng Li, Ekin Sumbul, Barbara De Salvo

Comments Published in Efficient Deep Learning for Computer Vision (ECV) CVPR Workshop 2022

Video + CLIP Baseline for Ego4D Long-term Action Anticipation

Srijan Das, Michael S. Ryoo

Comments Secured second position in the Ego4D Challenge for Long-Term Action Anticipation track at CVPR 2022

MultiEarth 2022 -- The Champion Solution for Image-to-Image Translation Challenge via Generation Models

Yuchuan Gou, Bo Peng, Hongchen Liu, Hang Zhou, Jui-Hsin Lai

Comments CVPR 2022, MultiEarth 2022, Image-to-Image translation, competition

End-to-End Semi-Supervised Learning for Video Action Detection

Akash Kumar, Yogesh Singh Rawat

Comments CVPR'22

Class-wise Thresholding for Robust Out-of-Distribution Detection

Matteo Guarrera, Baihong Jin, Tung-Wei Lin, Maria Zuluaga, Yuxin Chen, Alberto Sangiovanni-Vincentelli

Comments 12 pages, 7 figures, 7 tables

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022, pp. 2837-2846

Boosting 3D Object Detection by Simulating Multimodality on Point Clouds

Wu Zheng, Mingxuan Hong, Li Jiang, Chi-Wing Fu

Comments Published in CVPR 2022 as Oral

Pooling Revisited: Your Receptive Field is Suboptimal

Dong-Hwan Jang, Sanghyeok Chu, Joonhyuk Kim, Bohyung Han

Comments CVPR 2022; reference updated for section 2

Equalized Focal Loss for Dense Long-Tailed Object Detection

Bo Li, Yongqiang Yao, Jingru Tan, Gang Zhang, Fengwei Yu, Jianwei Lu, Ye Luo

Comments Accepted by the IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) 2022

Causality for Inherently Explainable Transformers: CAT-XPLAIN

Subash Khanal, Benjamin Brodie, Xin Xing, Ai-Ling Lin, Nathan Jacobs

Comments Accepted for spotlight presentation at the Explainable Artificial Intelligence for Computer Vision Workshop at CVPR 2022

Feature Refinement to Improve High Resolution Image Inpainting

Prakhar Kulshreshtha, Brian Pugh, Salma Jiddi

Comments 5 pages, 5 figures, Published in CVPR Workshop on Computer Vision for Augmented and Virtual Reality, New Orleans, LA, 2022

SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification

Zijian Hu, Zhengyu Yang, Xuefeng Hu, Ram Nevatia

Comments Accepted to CVPR 2021. First two authors contributed equally

Technical Report for CVPR 2022 LOVEU AQTC Challenge

Hyeonyu Kim, Jongeun Kim, Jeonghun Kang, Sanguk Park, Dongchan Park, Taehwan Kim

Comments 4 pages, 3 figures, technical report for track3 of CVPR 2022 LOVEU challenge

CoMoGAN: continuous model-guided image-to-image translation

Fabio Pizzati, Pietro Cerri, Raoul de Charette

Comments CVPR 2021 oral

A Large Multi-Target Dataset of Common Bengali Handwritten Graphemes

Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun

Comments 15 pages, 12 figures, 6 Tables, Submitted to CVPR-21

Continual Learning with Transformers for Image Classification

Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cedric Archambeau

Comments Appeared in CVPR CLVision workshop. arXiv admin note: substantial text overlap with arXiv:2203.04640

Increasing Confidence in Adversarial Robustness Evaluations

Roland S. Zimmermann, Wieland Brendel, Florian Tramer, Nicholas Carlini

Comments Oral at CVPR 2022 Workshop (Art of Robustness). Project website https://zimmerrol.github.io/active-tests/

Artificial Intelligence based Video Codec (AIVC) for CLIC 2022

Théo Ladune, Gordon Clare, Pierrick Philippe, Félix Henri

Journal ref CLIC 2022, 5th Workshop and Challenge on Learned Image Compression, CVPR 2022, Jun 2022, New Orleans, United States

MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation

Wenhao Li, Hong Liu, Hao Tang, Pichao Wang, Luc Van Gool

Comments Accepted by CVPR 2022. Open Sourced

Programmatic Concept Learning for Human Motion Description and Synthesis

Sumith Kulal, Jiayuan Mao, Alex Aiken, Jiajun Wu

Comments CVPR 2022. Project page: https://sumith1896.github.io/motion-concepts/

Optimizing Video Prediction via Video Frame Interpolation

Yue Wu, Qiang Wen, Qifeng Chen

Comments Accepted by the CVPR 2022

Prior-Guided One-shot Neural Architecture Search

Peijie Dong, Xin Niu, Lujun Li, Linzhen Xie, Wenbin Zou, Tian Ye, Zimian Wei, Hengyue Pan

Comments Official 3st Place Solution for the Second workshop Neural Architecture Search Second lightweight NAS Challenge 2022 - Track1 Supernet Track. Official leaderboard: https://aistudio.baidu.com/aistudio/competition/detail/149/0/leaderboard CVPR 2022 Workshop: https://cvpr-nas.com/competition