[NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
☆40May 14, 2024Updated last year
Alternatives and similar repositories for TOP
Users that are interested in TOP are comparing it to the libraries listed below
Sorting:
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆66May 5, 2025Updated 9 months ago
- (CVPR2024) Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆41Jun 22, 2024Updated last year
- ☆31Jan 29, 2025Updated last year
- Knowledge-Guided Adaptation of Pathology Foundation Models Improves Cross-domain Generalization and Demographic Fairness☆17Oct 14, 2025Updated 4 months ago
- ☆20Aug 3, 2025Updated 6 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆96Feb 15, 2025Updated last year
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆79Jun 6, 2025Updated 8 months ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆33Jan 7, 2025Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆66Feb 18, 2025Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Sep 14, 2024Updated last year
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆455Apr 29, 2024Updated last year
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆61Dec 18, 2024Updated last year
- ☆29Jun 18, 2025Updated 8 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆88Mar 20, 2025Updated 11 months ago
- [NeurIPS 2025] Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology☆33Oct 20, 2025Updated 4 months ago
- [ICCV'23] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image A…☆15Oct 6, 2023Updated 2 years ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Feb 15, 2024Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Mar 17, 2025Updated 11 months ago
- Efficient Approach for Guided Local Examination in Digital Pathology☆32May 4, 2025Updated 9 months ago
- [CVPR 2025] Official Repo of Paper "FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification"☆36Jun 6, 2025Updated 8 months ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Jan 7, 2026Updated last month
- This repository contains the implementation for our work "TopoDiffusionNet: A Topology-aware Diffusion Model", accepted to ICLR 2025.☆21Apr 17, 2025Updated 10 months ago
- CVPR 2023 Highlight☆98Apr 3, 2024Updated last year
- Iteratively Coupled Multiple Instance Learning☆24Nov 28, 2024Updated last year
- ☆24Jul 16, 2024Updated last year
- Codebase for Quilt-LLaVA☆82Jun 28, 2024Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆114Feb 22, 2025Updated last year
- [NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.☆180Jan 18, 2024Updated 2 years ago
- ☆173Nov 11, 2023Updated 2 years ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆67Jan 23, 2024Updated 2 years ago
- ☆12Sep 25, 2023Updated 2 years ago
- [ECCV 2024 Oral] Knowledge-enhanced pretraining for computational pathology☆47Oct 1, 2025Updated 5 months ago
- [AAAI 2025] M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images☆14Dec 1, 2025Updated 3 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆125Apr 28, 2025Updated 10 months ago
- [IEEE TMI 2025] Code for MSCPT☆38Nov 25, 2025Updated 3 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆83Dec 23, 2024Updated last year
- Cost-efficient and Instruction-driven AI Conversation in Digital Pathology☆24Nov 5, 2025Updated 3 months ago
- ☆10Jun 9, 2023Updated 2 years ago
- ☆11Dec 30, 2024Updated last year