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Haiku: Linking Spatial Biology and Clinical Histology via Tri-Modal Contrastive Learning
A Co-evolving Agentic AI System for Medical Imaging Analysis
(NeurIPS 2024) AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
LLaVA-UHD v3: Progressive Visual Compression for Efficient Native-Resolution Encoding in MLLMs
A mechanistic approach for understanding and detecting factual errors of large language models.
Official implementation of SAM-Med2D
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to ex…
CellViT: Vision Transformers for Precise Cell Segmentation and Classification
[Image 2 Text Para] Transform Image into Unique Paragraph with ChatGPT, BLIP2, OFA, GRIT, Segment Anything, ControlNet.
TiffSlide - cloud native openslide-python replacement based on tifffile
ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.
A modular active learning framework for Python
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Methods and Implements of Deep Clustering
Picasso: a methods for embedding points in 2D in a way that respects distances while fitting a user-specified shape.
Learn to create a desktop app with Python and Qt
QuPath - Open-source bioimage analysis for research
An application for exporting and analysing tissue array whole slide image files