Popular GitHub Repositories for Multiple Instance Learning

Code for Multiple Instance Active Learning for Object Detection, CVPR 2021

Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]

MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.

? [AAAI 2025] Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification

The implementation of CDMI-Net in Paper - Deep Multiple Instance Learning for Landslide Mapping

MIL-RBERT: A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction (BioNLP @ ACL 2020)

Attention Based Multi-Instance Thyroid Cytopathological Diagnosis with Multi-Scale Feature Fusion

PathBench-MIL: A comprehensive, flexible Benchmarking / AutoML framework for multiple instance learning in Histopathology

Code for the KDD 2019 workshop paper. Attention mechanism for distribution regression.