[ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
☆97Jan 7, 2026Updated 9 months ago
Alternatives and similar repositories for MHIM-MIL
Users that are interested in MHIM-MIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆141Sep 19, 2025Updated last year
- CVPR 2023 Highlight☆102Apr 3, 2024Updated 2 years ago
- ☆177Nov 11, 2023Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆70Mar 17, 2025Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆68Nov 29, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Iteratively Coupled Multiple Instance Learning☆21Nov 28, 2024Updated last year
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆466Apr 29, 2024Updated 2 years ago
- [ACM MM 2024] SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification☆42May 25, 2025Updated last year
- [NeurIPS 2025] Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology☆38Oct 20, 2025Updated 11 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆24Oct 11, 2023Updated 3 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆138Apr 28, 2025Updated last year
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆29Dec 17, 2024Updated last year
- AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification☆16Jul 7, 2025Updated last year
- A library that integrates different MIL methods into a unified framework☆368Sep 29, 2026Updated 2 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆93Feb 3, 2025Updated last year
- ☆12Sep 25, 2023Updated 3 years ago
- ☆17Oct 23, 2022Updated 3 years ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆47Jun 30, 2023Updated 3 years ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆149Feb 22, 2025Updated last year
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆26Mar 6, 2025Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Sep 14, 2024Updated 2 years ago
- [ICCV 2023] Improving Representation Learning for Histopathologic Images with Cluster Constraints☆20May 4, 2026Updated 5 months ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆20Dec 18, 2025Updated 9 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆103Apr 6, 2026Updated 6 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆69Feb 18, 2025Updated last year
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆93Dec 24, 2024Updated last year
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆495May 3, 2024Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆172Nov 19, 2024Updated last year
- SI-MIL☆36Jan 3, 2025Updated last year
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆37Jul 2, 2023Updated 3 years ago
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆53May 1, 2026Updated 5 months ago
- ☆363Mar 29, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Jun 4, 2023Updated 3 years ago
- ☆26Jul 16, 2024Updated 2 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆120Jun 19, 2023Updated 3 years ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆87Jun 6, 2025Updated last year
- ☆11Jul 21, 2023Updated 3 years ago
- LongMIL for WSI analysis with extrapolation positional embedding☆15Dec 11, 2024Updated last year
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆121Apr 22, 2025Updated last year