[ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
☆97Jan 7, 2026Updated 6 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☆138Sep 19, 2025Updated 10 months ago
- 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☆65Nov 29, 2024Updated last year
- 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.
- Iteratively Coupled Multiple Instance Learning☆22Nov 28, 2024Updated last year
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆467Apr 29, 2024Updated 2 years ago
- [ACM MM 2024] SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification☆43May 25, 2025Updated last year
- [NeurIPS 2025] Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology☆35Oct 20, 2025Updated 9 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆24Oct 11, 2023Updated 2 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆137Apr 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☆353May 15, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆92Feb 3, 2025Updated last year
- ☆12Sep 25, 2023Updated 2 years ago
- ☆18Oct 23, 2022Updated 3 years ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆48Jun 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).☆25Mar 6, 2025Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Sep 14, 2024Updated last year
- [ICCV 2023] Improving Representation Learning for Histopathologic Images with Cluster Constraints☆20May 4, 2026Updated 2 months ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆21Dec 18, 2025Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆104Apr 6, 2026Updated 3 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆67Feb 18, 2025Updated last year
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆92Dec 24, 2024Updated last year
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆492May 3, 2024Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆169Nov 19, 2024Updated last year
- SI-MIL☆35Jan 3, 2025Updated last year
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆36Jul 2, 2023Updated 3 years ago
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆53May 1, 2026Updated 2 months ago
- ☆360Mar 29, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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…☆85Jun 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"☆120Apr 22, 2025Updated last year