DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

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

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "

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

The pytorch implementation of the Min-Entropy Latent Model for Weakly Supervised Object Detection

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)

Multiple instance learning library for Python

Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.

Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

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

This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.

[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification

MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"

Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification.

[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

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

Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch

Snuffy: Efficient Whole Slide Image Classifier For Efficient and Performant Diagnosis in Pathology Whole Slide Images