Search Results - RepositoryStats

84

326

mit

0

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

pytorch transformer deep-learning histopathology self-attention tumor-detection visiontransformer whole-slide-image whole-slide-imaging deep-neural-networks self-supervised-learning semi-supervised-learning multiple-instance-learning weakly-supervised-learning

Created 2020-11-05

131 commits to master branch, last one 3 months ago

MI-AOD yuantn

45

326

apache-2.0

3

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

mil cvpr cvpr2021 active-learning object-detection multiple-instance-learning

Created 2021-03-01

337 commits to master branch, last one about a year ago

HumanBehaviorBKU dolongbien

57

155

unknown

9

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

c3d caffe keras theano ranking-loss deep-learning human-behavior c3d-intel-caffe anomaly-detection django-application road-accident-dataset road-accident-detection 3d-convolutional-network human-activity-recognition multiple-instance-learning abnormal-behavior-detection

Created 2019-01-08

150 commits to master branch, last one 4 years ago

tcga_segmentation MarvinLer

35

114

agpl-3.0

2

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

wsi tcga miccai pathology tcga-data segmentation data-efficient histopathology medical-imaging image-segmentation tumor-segmentation whole-slide-imaging computational-pathology slide-image-segmentation multiple-instance-learning weakly-supervised-learning

Created 2020-04-07

36 commits to master branch, last one 2 years ago

PDL ChongQingNoSubway

29

113

mit

23

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

histopathology tumor-detection whole-slide-image whole-slide-imaging histopathology-images multiple-instance-learning weakly-supervised-learning histopathology-image-analysis

Created 2023-08-19

34 commits to main branch, last one about a month ago

pytorch_MELM vasgaowei

19

104

unknown

5

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

min-entropy multiple-instance-learning weakly-supervised-detection

Created 2019-03-14

61 commits to master branch, last one 4 years ago

C2C YashSharma

12

59

mit

2

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

deep-learning histopathology whole-slide-imaging multiple-instance-learning weakly-supervised-learning

Created 2021-03-15

29 commits to main branch, last one 2 years ago

mil rosasalberto

11

58

mit

1

Multiple instance learning library for Python

apr mil miles python deep-mil mnist-bags-dataset multiple-instance-learning

Created 2020-09-17

31 commits to master branch, last one 3 years ago

WENO miccaiif

11

54

unknown

3

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

neurips-2022 whole-slide-image knowledge-distillation multiple-instance-learning weakly-supervised-learning

Created 2022-09-21

11 commits to main branch, last one 5 months ago

Mixed_supervision bianhao123

12

51

gpl-3.0

1

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

pytorch miccai2022 histopathology pytorch-lightning computational-pathology multiple-instance-learning

Created 2022-06-19

3 commits to master branch, last one 2 years ago

ACMIL dazhangyu123

6

39

mit

2

WSI classification

acmil bracs camelyon16 histopathology pathology-image digital-pathology whole-slide-image computational-pathology multiple-instance-learning weakly-supervised-learning

Created 2023-11-12

20 commits to main branch, last one 2 months ago

MICCAI2020mil PhilipChicco

9

36

gpl-3.0

2

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

wsi-images histopathology-images representation-learning multiple-instance-learning weakly-supervised-learning

Created 2021-01-22

3 commits to main branch, last one 3 years ago

DGMIL miccaiif

3

30

unknown

3

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

miccai2022 classification whole-slide-image multiple-instance-learning weakly-supervised-learning

Created 2022-06-15

29 commits to main branch, last one 4 months ago

PseMix liupei101

2

26

unknown

3

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

mixup robustness pseudo-bags generalization whole-slide-images multiple-instance-learning

Created 2023-06-28

46 commits to main branch, last one 24 days ago