multiple-instance-learning topic

List multiple-instance-learning repositories

WENO

54
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11
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Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

LA_MIL

22
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0
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Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch

ACMIL

58
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8
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Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)

mimsi

19
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5
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Microsatellite Instability Classification using Multiple Instance Learning

MICCAI2020mil

36
Stars
9
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MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"

AdvMIL

22
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8
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[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

PDL

113
Stars
29
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Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "

C2C

59
Stars
12
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Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.

PseMix

42
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3
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[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification