CTUAvastLab/Mill.jl

Build flexible hierarchical multi-instance learning models.

Language: Julia - Size: 9.2 MB - Last synced at: 7 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: 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: 7 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: 7 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: 5 months ago - Pushed at: 5 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: 2 months ago - Pushed at: 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: 5 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: about 1 year ago - Pushed at: about 1 year 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: over 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: over 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

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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