Multiple instance learning with graph neural networks

12 June 2019

Papers citing "Multiple instance learning with graph neural networks"

10 / 10 papers shown

Title
How Effective Can Dropout Be in Multiple Instance Learning ? Wenhui Zhu Peijie Qiu Xiwen Chen Zhangsihao Yang Aristeidis Sotiras Abolfazl Razi Yanjie Wang 63 0 0 21 Apr 2025
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 208 7,623 0 01 Oct 2018
Hierarchical Graph Representation Learning with Differentiable Pooling Rex Ying Jiaxuan You Christopher Morris Xiang Ren William L. Hamilton J. Leskovec GNN 256 2,140 0 22 Jun 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 145 1,803 0 13 Feb 2018
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis Stefanos Angelidis Mirella Lapata 50 128 0 27 Nov 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 446 15,179 0 07 Jun 2017
Revisiting Multiple Instance Neural Networks Xinggang Wang Yongluan Yan Peng Tang X. Bai Wenyu Liu 110 445 0 08 Oct 2016
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 315 2,238 0 18 Sep 2014
Dissimilarity-based Ensembles for Multiple Instance Learning Veronika Cheplygina David Tax Marco Loog 40 45 0 06 Feb 2014
Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples Zhi Zhou Yu-Yin Sun Yu-Feng Li 118 477 0 12 Jul 2008