Atlas Analytics Lab

All

11 repositories

AtlasPatch
Public
AtlasPatch: An Efficient and Scalable Tool for Whole Slide Image Preprocessing
tissue computer-vision deep-learning
tissue computer-vision deep-learning segmentation digital-pathology whole-slide-imaging computational-pathology segmentation-models tissue-segmentation whole-slide-image
Python
•
Other
•0•39•0•0•Updated Feb 18, 2026Feb 18, 2026
atlasanalyticslab.github.io
Public
Atlas Analytics Lab Website
HTML
•0•0•0•0•Updated Feb 18, 2026Feb 18, 2026
MonoLoss
Public
A Training Objective for Interpretable Monosemantic Representations
sparse-autoencoders sparse-autoencoder fine-tuning
sparse-autoencoders sparse-autoencoder fine-tuning explainable-ai mechanistic-interpretability vision-language-model vision-foundation-model vision-language-models vision-foundation-models
Python
•0•3•0•0•Updated Feb 16, 2026Feb 16, 2026
2DMamba
Public
[CVPR 2025] 2DMamba: Efficient State Space Model for Image Representation
Python
•12•81•6•0•Updated Jan 29, 2026Jan 29, 2026
PathBT
Public
Enhanced Barlow Twins for Colorectal Polyp Screening
Python
•0•1•0•0•Updated Oct 13, 2025Oct 13, 2025
SPARC
Public
Sparse Autoencoders for Aligned Representation of Concepts
Python
•1•4•0•0•Updated Oct 9, 2025Oct 9, 2025
Vim4Path
Public
[CVPR 2024] Self-Supervised Vision Mamba for Histopathology Images
Python
•
MIT License
•5•59•0•0•Updated Jul 23, 2025Jul 23, 2025
ADPv2
Public
Atlas of Digital Pathology v2
Python
•
MIT License
•0•3•0•0•Updated Jun 16, 2025Jun 16, 2025
AdaFisher
Public
[ICLR 2025] AdaFisher: Adaptive Second Order Optimization via Fisher Information
Python
•
GNU General Public License v3.0
•3•51•0•0•Updated Feb 7, 2025Feb 7, 2025
Diffusion4Path
Public
Comparative Analysis of Diffusion Generative Models in Computational Pathology
Python
•
MIT License
•0•3•1•0•Updated Nov 26, 2024Nov 26, 2024
CPath_Survey
Public
GNU General Public License v3.0
•0•2•0•0•Updated Dec 28, 2023Dec 28, 2023