Iteratively Coupled Multiple Instance Learning
☆24Nov 28, 2024Updated last year
Alternatives and similar repositories for ICMIL
Users that are interested in ICMIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifie…☆23May 14, 2024Updated last year
- ☆12Sep 25, 2023Updated 2 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆93Jan 7, 2026Updated 2 months ago
- SI-MIL☆35Jan 3, 2025Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Sep 14, 2024Updated last year
- A repository for Prototype Attention-based Multiple Instance Learning.☆14Jun 29, 2024Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Mar 17, 2025Updated last year
- Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis☆16Nov 28, 2022Updated 3 years ago
- GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -…☆12Aug 24, 2023Updated 2 years ago
- [ACM MM 2024] SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification☆42May 25, 2025Updated 9 months ago
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- ☆13May 31, 2023Updated 2 years ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Oct 11, 2023Updated 2 years ago
- CVPR 2023 Highlight☆99Apr 3, 2024Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆64Nov 29, 2024Updated last year
- Solid Tumor Associative Modeling in Pathology☆12Jun 26, 2025Updated 8 months ago
- The ‘Cancer-Prognosis-Analysis’ aims to provide prognosis-related codes for further studies. ALL of them are used just for research, but …☆12May 11, 2025Updated 10 months ago
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆21Mar 6, 2025Updated last year
- CEll spatial Organization-based graph convolutional network☆27Feb 3, 2024Updated 2 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆89Mar 20, 2025Updated last year
- Attention Based Multi-Instance Thyroid Cytopathological Diagnosis with Multi-Scale Feature Fusion☆12Jun 22, 2021Updated 4 years ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆21Dec 18, 2025Updated 3 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆118Jun 19, 2023Updated 2 years ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆47Jun 30, 2023Updated 2 years ago
- ☆28Jun 4, 2023Updated 2 years ago
- Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'☆10Nov 24, 2021Updated 4 years ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆96Feb 15, 2025Updated last year
- Joint Modelling Histology and Molecular Markers for Glioma Classification☆12Jun 4, 2025Updated 9 months ago
- ☆11Jul 21, 2023Updated 2 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆127Apr 28, 2025Updated 10 months ago
- ☆26Jul 16, 2024Updated last year
- ☆12Mar 28, 2024Updated last year
- Awesome papers & datasets specifically focused on pathology.☆51Feb 1, 2026Updated last month
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆40May 14, 2024Updated last year
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- ☆25Apr 8, 2022Updated 3 years ago
- ☆31Jan 29, 2025Updated last year
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆41Nov 4, 2023Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆162Nov 19, 2024Updated last year