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Standardized benchmark for computational pathology foundation models.

Python 49 5 Updated Feb 25, 2025

Diffusion SSL on HEST Data

Python 1 Updated Oct 14, 2024

Ressources of histopathology datasets

334 53 Updated Feb 13, 2025

Use PEFT or Full-parameter to finetune 450+ LLMs (Qwen2.5, InternLM3, GLM4, Llama3.3, Mistral, Yi1.5, Baichuan2, DeepSeek-R1, ...) and 150+ MLLMs (Qwen2.5-VL, Qwen2-Audio, Llama3.2-Vision, Llava, I…

Python 5,916 504 Updated Mar 1, 2025

[CIBM 2024] Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary

862 65 Updated Feb 26, 2025

【ICLR 2024🔥】 Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

Python 789 54 Updated Mar 25, 2024

Probing Experiments for Multimodal LLMs

Python 4 Updated Jan 9, 2024

Code for Foundation Models for Medicine are Susceptible to Targeted Attacks

Python 1 Updated Jun 11, 2023
Python 6 Updated Aug 9, 2024

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Python 8,364 834 Updated Feb 27, 2025

LLM finetuned for medical question answering

Python 509 61 Updated Sep 7, 2023

Multimodal Question Answering in the Medical Domain: A summary of Existing Datasets and Systems

273 33 Updated Oct 17, 2023
Python 457 45 Updated Oct 15, 2023

Instruct-tune LLaMA on consumer hardware

Jupyter Notebook 18,812 2,223 Updated Jul 29, 2024

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

Python 1,545 156 Updated Mar 16, 2024

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Jupyter Notebook 1,842 329 Updated Jul 14, 2024

Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"

Python 239 26 Updated Jun 20, 2022

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

1,871 277 Updated May 30, 2024

A repo for "Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation"

Python 50 7 Updated Jun 28, 2022

Taming Transformers for High-Resolution Image Synthesis

Jupyter Notebook 6,033 1,177 Updated Jul 30, 2024

深度学习经典、新论文逐段精读

29,250 2,584 Updated Nov 17, 2024

Learning Correspondence from the Cycle-consistency of Time (CVPR 2019)

Python 1 Updated Feb 23, 2020

Code for Paper Predicting Osteoarthritis Progression via Unsupervised Adversarial Representation Learning

Python 12 Updated Aug 11, 2022

2D chest (multiview) Xray to volumetric CT transition by using cycleGAN

Python 3 Updated Aug 3, 2021

Preparing for machine learning interviews

Jupyter Notebook 901 220 Updated Nov 7, 2022

Code for our publication "Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization".

Python 9 2 Updated Oct 1, 2021
Python 1 5 Updated Nov 29, 2016

necessary code used in our paper: Breaking Medical Data Sharing Boundaries by Employing Artificial Radiographs

Jupyter Notebook 7 2 Updated Jul 12, 2020

Image-to-Image Translation in PyTorch

Python 23,621 6,389 Updated May 14, 2024

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Python 6,118 1,098 Updated Feb 17, 2022
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