VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges

31 May 2023

Papers citing "VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges"

8 / 8 papers shown

Title
Instance Segmentation Challenge Track Technical Report, VIPriors Workshop at ICCV 2021: Task-Specific Copy-Paste Data Augmentation Method for Instance Segmentation Jahongir Yunusov Shohruh Rakhmatov A. Namozov Abdulaziz Gaybulayev Tae-Hyong Kim ISeg 30 5 0 01 Oct 2021
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification Lorenzo Brigato Björn Barz Luca Iocchi Joachim Denzler 27 16 0 30 Aug 2021
WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges Björn Barz Joachim Denzler 25 7 0 16 Aug 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,622 0 24 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,981 0 09 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 226 968 0 13 Dec 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan J. C. V. Gemert 209 232 0 16 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 288 10,214 0 16 Nov 2016