The learning routes of MIL (categorized, key paper listed, continuously updated)
☆43Dec 8, 2025Updated 10 months ago
Alternatives and similar repositories for MIL-Review
Users that are interested in MIL-Review are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A library that integrates different MIL methods into a unified framework☆368Sep 29, 2026Updated 2 weeks ago
- [NeurIPS 2025] Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology☆38Oct 20, 2025Updated 11 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆138Apr 28, 2025Updated last year
- ☆11Jul 21, 2023Updated 3 years ago
- ☆55Jan 7, 2025Updated last year
- 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.
- [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
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆29Dec 17, 2024Updated last year
- Machine learning methods for spatially resolved transcriptomics with histology images: a collection of related resources.☆10Mar 22, 2022Updated 4 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
- WSI-SAM☆36Oct 3, 2024Updated 2 years ago
- Iteratively Coupled Multiple Instance Learning☆21Nov 28, 2024Updated last year
- [ECCV'24] cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process☆17Sep 10, 2024Updated 2 years ago
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆26Mar 6, 2025Updated last year
- ☆14Dec 30, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Deep Learning for Recurrence Score☆19Jun 25, 2024Updated 2 years ago
- ☆11Sep 30, 2024Updated 2 years ago
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆47Jun 30, 2023Updated 3 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆69Nov 29, 2024Updated last year
- A multi-instance learning framework for TSAD with inexact supervision☆20Mar 19, 2024Updated 2 years ago
- Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifie…☆26May 14, 2024Updated 2 years ago
- [MICCAI 2024] Official implementation of "Pathological Semantics-Preserving Learning for H&E-to-IHC Virtual Staining"☆45Apr 22, 2026Updated 5 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆91Apr 16, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation for MICCAI 2025 paper: Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification☆18Sep 12, 2025Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆141Sep 19, 2025Updated last year
- Ensemble Learning of Foundation Models☆25Aug 20, 2026Updated last month
- 软院研究生经验分享☆69Sep 20, 2024Updated 2 years ago
- ☆12Sep 7, 2023Updated 3 years ago
- PathMR: Multimodal Visual Reasoning for Interpretable Pathology Analysis☆15Aug 27, 2025Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆93Feb 3, 2025Updated last year
- ☆16Oct 11, 2022Updated 4 years ago
- ☆24Oct 9, 2023Updated 3 years 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.
- Code for [MICCAI 2022] Domain Specific Convolution and High Frequency Reconstruction based Unsupervised Domain Adaptation for Medical Ima…☆33Aug 31, 2022Updated 4 years ago
- Downloading and Creating labels for the TCGA lung Whole Slide Images☆12Feb 29, 2024Updated 2 years ago
- Cross-Attention Guided Loss-Based Deep Dual-Branch Fusion Network for Liver Tumor Classification☆16Sep 26, 2024Updated 2 years ago
- Another annotation-free whole-slide training approach to pathological classification. This repository provides scripts to reproduce the r…☆28Mar 12, 2026Updated 7 months ago
- Python code for cross-condition label refinement in single-cell data with HiDDEN☆14Sep 21, 2024Updated 2 years ago
- ☆13Jan 12, 2022Updated 4 years ago
- This repository contains the code for UNETR: Transformers for 3D Medical Image Segmentation [1]. UNETR is the first 3D segmentation netwo…☆16Jul 8, 2022Updated 4 years ago