CVPR

WiCV 2022: The Tenth Women In Computer Vision Workshop

Doris Antensteiner, Silvia Bucci, Arushi Goel, Marah Halawa, Niveditha Kalavakonda, Tejaswi Kasarla, Miaomiao Liu, Nermin Samet, Ivaxi Sheth

Comments Report on WiCV Workshop at CVPR 2022. arXiv admin note: substantial text overlap with arXiv:2203.05825, arXiv:2101.03787

VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers

Estelle Aflalo, Meng Du, Shao-Yen Tseng, Yongfei Liu, Chenfei Wu, Nan Duan, Vasudev Lal

Comments Best Demo Award at CVPR 2022

Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities

Maryam Hosseini, Mikey Saugstad, Fabio Miranda, Andres Sevtsuk, Claudio T. Silva, Jon E. Froehlich

Comments CVPR 2022 AVA (Accessibility, Vision, and Autonomy Meet) Workshop

SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization

Zhihui Lin, Tianyu Yang, Maomao Li, Ziyu Wang, Chun Yuan, Wenhao Jiang, Wei Liu

Comments 15 pages with Supplementary Material

Journal ref CVPR 2022

Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views

Junbo Zhang, Kaisheng Ma

Comments Accepted to CVPR 2022

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

On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles

Qingzhao Zhang, Shengtuo Hu, Jiachen Sun, Qi Alfred Chen, Z. Morley Mao

Comments 13 pages, 13 figures, accepted by CVPR 2022

Rethinking Spatial Invariance of Convolutional Networks for Object Counting

Zhi-Qi Cheng, Qi Dai, Hong Li, JingKuan Song, Xiao Wu, Alexander G. Hauptmann

Comments Accepted to CVPR 2022, Code: https://github.com/zhiqic/Rethinking-Counting

Open Long-Tailed Recognition in a Dynamic World

Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. Extended version of our previous CVPR oral paper (arXiv:1904.05160)

Trust Your IMU: Consequences of Ignoring the IMU Drift

Marcus Valtonen Örnhag, Patrik Persson, Mårten Wadenbäck, Kalle Åström, Anders Heyden

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

Adversarial Texture for Fooling Person Detectors in the Physical World

Zhanhao Hu, Siyuan Huang, Xiaopei Zhu, Fuchun Sun, Bo Zhang, Xiaolin Hu

Comments Accepted by CVPR 2022

EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

Hansheng Chen, Pichao Wang, Fan Wang, Wei Tian, Lu Xiong, Hao Li

Comments CVPR 2022 Best Student Paper, code available at https://github.com/tjiiv-cprg/EPro-PnP

DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation

Gwanghyun Kim, Taesung Kwon, Jong Chul Ye

Comments Accepted to CVPR 2022

Exploring Anchor-based Detection for Ego4D Natural Language Query

Sipeng Zheng, Qi Zhang, Bei Liu, Qin Jin, Jianlong Fu

Comments CVPR 2022 Ego4D Workshop NLQ Challenge

A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search

Brandon Trabucco, Gunnar Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov

Comments Winner of the Rearrangement Challenge at CVPR 2022

Snowpack Estimation in Key Mountainous Water Basins from Openly-Available, Multimodal Data Sources

Malachy Moran, Kayla Woputz, Derrick Hee, Manuela Girotto, Paolo D'Odorico, Ritwik Gupta, Daniel Feldman, Puya Vahabi, Alberto Todeschini, Colorado J Reed

Comments Accepted Oral Presentation at CVPR 2022 MultiEarth

Image Quality Assessment with Gradient Siamese Network

Heng Cong, Lingzhi Fu, Rongyu Zhang, Yusheng Zhang, Hao Wang, Jiarong He, Jin Gao

Comments 10 pages, 5 figures, Computer Vision and Pattern Recognition (CVPR) Workshops

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022, pp. 1201-1210

DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion

Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord

Comments CVPR 2022, Code at https://github.com/arthurdouillard/dytox

FWD: Real-time Novel View Synthesis with Forward Warping and Depth

Ang Cao, Chris Rockwell, Justin Johnson

Comments CVPR 2022. Project website https://caoang327.github.io/FWD/

Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference

Thomas Verelst, Tinne Tuytelaars

Comments CVPR 2020 (poster)

Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels

Tarun Kalluri, Manmohan Chandraker

Comments Accepted to L3D workshop at CVPR 2022

Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-Identification

Xinyu Lin, Jinxing Li, Zeyu Ma, Huafeng Li, Shuang Li, Kaixiong Xu, Guangming Lu, David Zhang

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 20973-20982

Negative Frames Matter in Egocentric Visual Query 2D Localization

Mengmeng Xu, Cheng-Yang Fu, Yanghao Li, Bernard Ghanem, Juan-Manuel Perez-Rua, Tao Xiang

Comments First place winning solution for VQ2D task in CVPR-2022 Ego4D Challenge. Our code is publicly available at https://github.com/facebookresearch/vq2d_cvpr

Per-Clip Video Object Segmentation

Kwanyong Park, Sanghyun Woo, Seoung Wug Oh, In So Kweon, Joon-Young Lee

Comments CVPR 2022; Code is available at https://github.com/pkyong95/PCVOS

Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions

Carlos A. Diaz-Ruiz, Youya Xia, Yurong You, Jose Nino, Junan Chen, Josephine Monica, Xiangyu Chen, Katie Luo, Yan Wang, Marc Emond, Wei-Lun Chao, Bharath Hariharan, Kilian Q. Weinberger, Mark Campbell

Comments Accepted by CVPR 2022

Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation

Ze Cui, Jing Wang, Shangyin Gao, Bo Bai, Tiansheng Guo, Yihui Feng

Comments Accepted by CVPR 2021

Few-shot Learning with Noisy Labels

Kevin J Liang, Samrudhdhi B. Rangrej, Vladan Petrovic, Tal Hassner

Comments Accepted to CVPR 2022

GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond

Kelvin C. K. Chan, Xiangyu Xu, Xintao Wang, Jinwei Gu, Chen Change Loy

Comments Accepted to TPAMI. Extension of our CVPR 2021 version: https://openaccess.thecvf.com/content/CVPR2021/html/Chan_GLEAN_Generative_Latent_Bank_for_Large-Factor_Image_Super-Resolution_CVPR_2021_paper.html?ref=https://githubhelp.com. arXiv admin note: text overlap with arXiv:2012.00739

PEA: Improving the Performance of ReLU Networks for Free by Using Progressive Ensemble Activations

Ákos Utasi

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

V$^2$L: Leveraging Vision and Vision-language Models into Large-scale Product Retrieval

Wenhao Wang, Yifan Sun, Zongxin Yang, Yi Yang

Comments CVPR FGVC9 eBay eProduct Visual Search Challenge Rank 1st solution

Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection

Dongli Xu, Jinhong Deng, Wen Li

Comments Appearing in the Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022