TencentAILabHealthcare / IIB-MILLinks
☆9Updated last year
Alternatives and similar repositories for IIB-MIL
Users that are interested in IIB-MIL are comparing it to the libraries listed below
Sorting:
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆24Updated last year
- SI-MIL☆25Updated 5 months ago
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆21Updated 5 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- Iteratively Coupled Multiple Instance Learning☆21Updated 6 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆60Updated 2 months ago
- ☆28Updated 2 years ago
- 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 4 months ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆46Updated last year
- ☆52Updated last month
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆81Updated 2 months ago
- ☆13Updated 2 years ago
- ☆37Updated 3 years ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated 8 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆68Updated 2 months ago
- ☆21Updated 10 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆72Updated 4 months ago
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆17Updated 3 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆75Updated 3 months ago
- The code for Kernel attention transformer (KAT)☆35Updated 11 months ago
- ☆16Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆86Updated last year
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆16Updated last year
- A curated list of awesome Multi-instance Learning frameworks for Whole Slide Images (WSIs) classification, segmentation, etc.☆17Updated 10 months ago
- ☆57Updated 2 years ago