MixBag: Bag-Level Data Augmentation for Learning from Label Proportions

17 August 2023

Papers citing "MixBag: Bag-Level Data Augmentation for Learning from Label Proportions"

6 / 6 papers shown

Title
Learning from Concealed Labels Zhongnian Li Meng Wei Peng Ying Tongfeng Sun Xinzheng Xu 83 0 0 03 Dec 2024
Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags Shunsuke Kubo Shinnosuke Matsuo D. Suehiro Kazuhiro Terada Hiroaki Ito Akihiko Yoshizawa Ryoma Bise 21 0 0 26 Aug 2024
Learning from Partial Label Proportions for Whole Slide Image Segmentation Shinnosuke Matsuo D. Suehiro Seiichi Uchida Hiroaki Ito Kazuhiro Terada Akihiko Yoshizawa Ryoma Bise 21 3 0 15 May 2024
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Bag-Level Classifier is a Good Instance-Level Teacher Hongyi Wang Luyang Luo Fang Wang Ruofeng Tong Yen-Wei Chen Hongjie Hu Lanfen Lin Hao Chen VLM 30 4 0 02 Dec 2023
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 171 647 0 27 Oct 2021
Two-stage Training for Learning from Label Proportions Jiabin Liu Bo Wang Xin Shen Zhiquan Qi Ying-jie Tian 44 25 0 22 May 2021