sotiraslab / SC-MILLinks
This repo for the paper titled "SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification"
☆12Updated last year
Alternatives and similar repositories for SC-MIL
Users that are interested in SC-MIL are comparing it to the libraries listed below
Sorting:
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆27Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆81Updated 2 weeks ago
- Histopathology Feature Extractors (2024)☆12Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆104Updated 3 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆96Updated 3 months ago
- The official implementation of GPFM☆68Updated 2 months ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆88Updated 2 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- source code of Inter-MIL: self-interactive multi-instance learning☆14Updated 2 years ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆138Updated 5 months ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆74Updated last week
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆105Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆61Updated 8 months ago
- ☆31Updated 2 years ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆140Updated 3 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆72Updated 7 months ago
- ☆115Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- Snuffy: Efficient Whole Slide Image Classifier For Efficient and Performant Diagnosis in Pathology Whole Slide Images☆44Updated 10 months ago
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆36Updated last year
- 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
- ☆27Updated 6 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆85Updated 5 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆67Updated 2 months ago
- ☆163Updated last year
- DiagSet: a dataset for prostate cancer histopathological image classification☆33Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆86Updated last year
- ☆74Updated 7 months ago
- A curated list of awesome Multi-instance Learning frameworks for Whole Slide Images (WSIs) classification, segmentation, etc.☆17Updated last year