miccaiif / INSLinks
Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need
☆21Updated last year
Alternatives and similar repositories for INS
Users that are interested in INS are comparing it to the libraries listed below
Sorting:
- SI-MIL☆31Updated 9 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆93Updated 8 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆66Updated 7 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆99Updated 6 months ago
- Iteratively Coupled Multiple Instance Learning☆22Updated 11 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆80Updated 8 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆87Updated 2 weeks ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆115Updated 6 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆152Updated 11 months ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆18Updated 6 months ago
- The official pytorch implementation for MSCPT (IEEE TMI 2025)☆30Updated 3 months ago
- ☆18Updated 4 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆62Updated 8 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆108Updated 2 years ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆132Updated last month
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆23Updated 10 months ago
- The code for Kernel attention transformer (KAT)☆35Updated last year
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆30Updated 9 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated 2 years ago
- ☆54Updated 6 months ago
- ☆27Updated 9 months ago
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆79Updated 10 months ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆38Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆87Updated last year
- Repository for Mixture of Multimodal Experts☆45Updated last year
- CVPR 2023 Highlight☆90Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆62Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆33Updated 3 weeks ago
- ☆17Updated 2 weeks ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆75Updated 10 months ago