GitHub topics: multi-instance-learning
CTUAvastLab/Mill.jl
Build flexible hierarchical multi-instance learning models.
Language: Julia - Size: 9.2 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 89 - Forks: 8

Aashi2608/Artificial-Intelligence
This repository contains an AI-based diagnostic system for classifying lumbar spine degenerative conditions using MRI scans.
Language: Jupyter Notebook - Size: 815 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

pipixin321/GlanceVAD
[ICME 2025] Official implementation of "GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection"
Language: Python - Size: 45.8 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 1

CTUAvastLab/ExplainMill.jl
Explaining hierarchical models built in https://github.com/CTUAvastLab/Mill.jl
Language: Julia - Size: 703 KB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

titizheng/PAMIL
Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).
Language: Python - Size: 31.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 14 - Forks: 0

CTUAvastLab/JsonGrinder.jl
Machine learning with Mill.jl for JSON documents
Language: Julia - Size: 35.5 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 49 - Forks: 9

Devnetly/Breast-Cancer-Classification
This repository contains some comprehensive approaches for the purpose of classifying breast cancer tissue using whole slide images (WSIs).
Language: Python - Size: 532 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1

AIH-SGML/mixmil
Code for the paper: Mixed Models with Multiple Instance Learning
Language: Jupyter Notebook - Size: 587 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 19 - Forks: 2

blubber-rubber/MIL
Repo for master thesis
Language: Python - Size: 21.6 MB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

WeijiaZhang24/CausalMIL
Multi-Instance Causal Representation Learning
Language: Python - Size: 167 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 15 - Forks: 0

titizheng/SMILE
Code for paper "SMILE: Self-Motivated Multi-instance Learning for Whole Slide Image Classification" submission under review.
Language: Python - Size: 396 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

mlnpapez/TreeRNN.jl
Recurrent neural networks for JSON data.
Language: Julia - Size: 3.99 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

HKU-MedAI/HIGT
[MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
Language: Python - Size: 460 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 26 - Forks: 1

omsh/Multi-instance-CNN-for-medical-imaging
Multi-instance CNN for Breast Cancer Classification
Language: Python - Size: 620 KB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

peterlipan/Awesome-Multi-instance-Learning-for-Whole-Slide-Images
A curated list of awesome Multi-instance Learning frameworks for Whole Slide Images (WSIs) classification, segmentation, etc.
Size: 4.88 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

gatsby2016/PhiHER2
PhiHER2 model, a phenotype-informed weakly supervised model for HER2 status prediction from pathological images
Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

WeijiaZhang24/MIVAE
Language: Python - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

mohsenMahmoodzadeh/operationalizing-an-aws-ml-pipeline
A deployment project of an ML pipeline using AWS EC2 and AWS Lambda
Language: Jupyter Notebook - Size: 4.07 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

kochlisGit/Advanced-ML
Advanced Machine Learning Algorithms including Cost-Sensitive Learning, Class Imbalances, Multi-Label Data, Multi-Instance Learning, Active Learning, Multi-Relational Data Mining, Interpretability in Python using Scikit-Learn.
Language: Jupyter Notebook - Size: 166 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2

lavis-nlp/jerex
PyTorch code for JEREX: Joint Entity-Level Relation Extractor
Language: Python - Size: 135 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 12

l294265421/AC-MIMLLN
[EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis
Language: Python - Size: 993 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 26 - Forks: 3

yumoxu/detnet
Code and dataset for TACL 19: Weakly Supervised Domain Detection.
Language: Python - Size: 1.7 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 1

pdoup/ATML-notebooks
Proposed assignment notebooks for Advanced Topics in Machine Learning tasks
Language: Jupyter Notebook - Size: 4.4 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

JiaWu-Repository/MGL
Multi-graph Learning
Size: 0 Bytes - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 3

thu-west/MU-MIL
Implementation of our paper "Instance Explainable Multi-Instance Learning for ROI of Various Data"
Language: Python - Size: 93 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
