AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
☆16Jul 7, 2025Updated 8 months ago
Alternatives and similar repositories for AEM
Users that are interested in AEM are comparing it to the libraries listed below
Sorting:
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆21Mar 6, 2025Updated last year
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆26Dec 17, 2024Updated last year
- ☆14Oct 21, 2024Updated last year
- LongMIL for WSI analysis with extrapolation positional embedding☆14Dec 11, 2024Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆125Apr 28, 2025Updated 10 months ago
- Columbia University Applied Deep Learning Project: Detecting Cancer Metastases on Gigapixel Pathology Images☆15Dec 17, 2019Updated 6 years ago
- A curated list of awesome Multi-instance Learning frameworks for Whole Slide Images (WSIs) classification, segmentation, etc.☆20Aug 5, 2024Updated last year
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆457Apr 29, 2024Updated last year
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆93Jan 7, 2026Updated 2 months ago
- CVPR 2023 Highlight☆98Apr 3, 2024Updated last year
- Official code for the paper "Weakly-Supervised Contrastive Learning for Imprecise Class Labels"☆48Nov 12, 2025Updated 3 months ago
- ☆24Jul 16, 2024Updated last year
- ☆20Dec 8, 2022Updated 3 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Mar 17, 2025Updated 11 months ago
- Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs m…☆28Feb 6, 2026Updated last month
- ☆25Feb 27, 2023Updated 3 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆65Nov 29, 2024Updated last year
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Jun 4, 2023Updated 2 years ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆34May 6, 2025Updated 10 months ago
- ☆31Jan 29, 2025Updated last year
- Accurately and reliably defining organs at risk (OARs) and tumors are the cornerstone of radiation therapy (RT) treatment planning for lu…☆12Jul 19, 2023Updated 2 years ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆133Sep 19, 2025Updated 5 months ago
- SI-MIL☆35Jan 3, 2025Updated last year
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆135Feb 5, 2026Updated last month
- ☆12Dec 19, 2024Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆86Feb 3, 2025Updated last year
- GPU-accelerated Stain Normalization and Augmentation in PyTorch☆40Feb 10, 2026Updated 3 weeks ago
- ☆10Jan 9, 2025Updated last year
- The code of 《M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis》☆14Mar 31, 2025Updated 11 months ago
- ☆11Jul 1, 2022Updated 3 years ago
- ☆12Dec 24, 2024Updated last year
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Nov 4, 2023Updated 2 years ago
- ☆43Jul 18, 2022Updated 3 years ago
- Code of paper "A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images"☆11Nov 26, 2021Updated 4 years ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Mar 5, 2023Updated 3 years ago
- Vivaldi customisation☆10Aug 20, 2024Updated last year
- This repository contains the official code for "Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention, Alignm…☆11Oct 9, 2024Updated last year
- 通过alertmanager webhook对接企业微信群组机器人进行报警☆11Jul 5, 2023Updated 2 years ago
- SegmenTation Analysis by ParaLlelization of 3D Datasets☆12Feb 22, 2024Updated 2 years ago