multiple-instance-learning

There are 71 repositories under multiple-instance-learning topic.

  • binli123/dsmil-wsi

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

    Language:Python33108984

  • yuantn/MI-AOD

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

    Language:Python326310245
  • HumanBehaviorBKU

    dolongbien/HumanBehaviorBKU

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

    Language:Jupyter Notebook15691957

  • MarvinLer/tcga_segmentation

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

    Language:Python11421535

  • ChongQingNoSubway/PDL

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

    Language:Python11323129

  • vasgaowei/pytorch_MELM

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

    Language:Python10452919

  • YashSharma/C2C

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

    Language:Python592412

  • rosasalberto/mil

    Multiple instance learning library for Python

    Language:Python581611

  • miccaiif/WENO

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

    Language:Python543311

  • bianhao123/Mixed_supervision

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

    Language:Python521313

  • dazhangyu123/ACMIL

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

    Language:Python41286

  • PhilipChicco/MICCAI2020mil

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

    Language:Python36229

  • miccaiif/DGMIL

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

    Language:Python30393

  • liupei101/AdvMIL

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

    Language:Python27229

  • liupei101/Pipeline-Processing-TCGA-Slides-for-MIL

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

    Language:Python27137

  • liupei101/PseMix

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

    Language:Python26342

  • MinZHANG-WHU/CDMI-Net

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

    Language:Python25329

  • agentdr1/LA_MIL

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

    Language:Python22230

  • giakoumoglou/classification

    Classification of the MNIST dataset using various Deep Learning techniques

    Language:Python19113

  • mskcc/mimsi

    Microsatellite Instability Classification using Multiple Instance Learning

    Language:Python19635

  • suamin/MIL-RBERT

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

    Language:Python19326

  • hdcouture/ImageMIL

    Language:Python18116

  • sagizty/MIL-SI

    Official release of Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification

    Language:Jupyter Notebook15314
  • MUSTANG

    AmayaGS/MUSTANG

    Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023

    Language:Python12202

  • JAEarly/MIL-Land-Cover-Classification

    Code for the paper "Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification".

    Language:Python12201

  • bupt-ai-cz/Thyroid-Cytopathological-Diagnosis-with-AMIL_MSFF

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

    Language:Python11102

  • gu-yaowen/MilGNet

    MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction

    Language:Python11202

  • DeepMicroscopy/Cox_AMIL

    Code for our BVM workshop submission "Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays"

    Language:Jupyter Notebook7103

  • howard-hou/UniqueClassCount

    Pytorch implementation for ICLR 2020 paper "Weakly Supervised Clustering by Exploiting Unique Class Count"

    Language:Jupyter Notebook7101

  • sotiraslab/SC-MIL

    This repo for the paper titled "SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification"

    Language:Python7320

  • 4pygmalion/ASC3

    3ASC: variant prioritization tool leveraging multiple instance learning for rare Mendelian disease genomic testing

    Language:Jupyter Notebook6120

  • gu-yaowen/EquiVS

    Employing Molecular Conformations for Ligand-based Virtual Screening with Equivariant Graph Neural Network and Deep Multiple Instance Learning

    Language:Python5201

  • miccaiif/INS

    Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need

    Language:Python50

  • dai08srhg/MS-DA-MIL-CNN

    PyTorch implementation of MS-DA-MIL

    Language:Python4112

  • pinouche/attention-mechanism_distribution-regression

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

    Language:Jupyter Notebook4113

  • suehiro93/MILIMS_NECO

    Theoretically guaranteed shapelet-learning algorithm

    Language:R4200