Code for our paper "Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Autoencoder" In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-2021), pages 3377-3383.
This paper can be found at https://www.ijcai.org/proceedings/2021/465
The Colon Cancer dataset can be downloaded from https://warwick.ac.uk/fac/sci/dcs/research/tia/data/crchistolabelednucleihe/
Pre-processed patches for this dataset (courtesy of Jiawen Yao) are also available at https://drive.google.com/file/d/1RcNlwg0TwaZoaFO0uMXHFtAo_DCVPE6z/view?usp=sharing