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DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
Created
2020-11-05
131 commits to master branch, last one 7 months ago
Code for Multiple Instance Active Learning for Object Detection, CVPR 2021
Created
2021-03-01
337 commits to master branch, last one about a year ago
Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
Created
2019-01-08
150 commits to master branch, last one 5 years ago
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
Created
2020-04-07
36 commits to master branch, last one 3 years ago
Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]
Created
2024-06-24
18 commits to main branch, last one 2 months ago
Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "
Created
2023-08-19
35 commits to main branch, last one 4 months ago
The pytorch implementation of the Min-Entropy Latent Model for Weakly Supervised Object Detection
Created
2019-03-14
61 commits to master branch, last one 5 years ago
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)
Created
2023-11-12
30 commits to main branch, last one about a month ago
Multiple instance learning library for Python
Created
2020-09-17
31 commits to master branch, last one 3 years ago
Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.
Created
2021-03-15
29 commits to main branch, last one 3 years ago
Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
Created
2022-09-21
11 commits to main branch, last one 10 months ago
MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.
Created
2022-06-19
3 commits to master branch, last one 2 years ago
This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.
Created
2023-04-25
12 commits to main branch, last one 5 months ago
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
Created
2023-06-28
50 commits to main branch, last one 2 months ago
MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"
Created
2021-01-22
3 commits to main branch, last one 3 years ago
Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification.
Created
2022-06-15
29 commits to main branch, last one 9 months ago
[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
Created
2022-12-13
23 commits to main branch, last one about a year ago