ChengJin-git / HMILLinks
Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification
☆14Updated 2 months ago
Alternatives and similar repositories for HMIL
Users that are interested in HMIL are comparing it to the libraries listed below
Sorting:
- Iteratively Coupled Multiple Instance Learning☆21Updated 7 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated 9 months ago
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆19Updated 3 months ago
- ☆25Updated 3 months ago
- [CVPR 2025] Official Repo of Paper "FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification"☆16Updated 3 weeks ago
- ☆13Updated 2 years ago
- SI-MIL☆26Updated 5 months ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆61Updated 3 months ago
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆36Updated last year
- Standardized initialization and loading of pretrained MIL models☆26Updated 2 weeks ago
- LongMIL for WSI analysis with extrapolation positional embedding☆12Updated 6 months ago
- ☆53Updated 2 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆81Updated 2 months ago
- ☆11Updated 2 weeks ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆29Updated 5 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- [ICLR 2025] Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology☆49Updated last month
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated last year
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- ☆27Updated 4 months ago
- ☆21Updated 11 months ago
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Updated 2 years ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆35Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆78Updated 4 months ago
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆44Updated 6 months ago
- The official implementation of GPFM☆66Updated 3 weeks ago
- WSI-SAM☆21Updated 8 months ago
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆57Updated 4 months ago