IEEE

Ant-Based Feature and Instance Selection for Multiclass Imbalanced Data

Abstract: This paper introduces a novel algorithm called Ant-based Feature and Instance Selection. This new algorithm addresses the simultaneous selection of instances and features for mixed, ...
GitHub

xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology

Accepted as a poster presentation at NeurIPS 2024. Proceedings: https://proceedings.neurips.cc/paper_files/paper/2024/hash/0f9e0309d8a947ca44463a9b7e8b6a3f-Abstract ...
IEEE

Evaluating the Impact of Replay-Based Continual Learning on Long-Term sEMG Pattern Recognition in Instance-Incremental Learning

Abstract: The field of surface electromyogram (sEMG)-based human-computer interfaces is rapidly evolving through the integration of wearable sensors and deep learning models. To ensure practical ...
GitHub

MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models

After downloading the WSIs, please use the CLAM repository to pre-process the WSIs and extract the features. The features should be put into the ./data directory. Then, use the h5toPyG.ipynb notebook ...