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The RISE Journal Club aims to create a friendly environment to discuss the latest state-of-the-art papers in the areas of medical image analysis, AI and computer vision. The moderators will briefly…
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Updated Sep 13, 2024
A framework for few-shot evaluation of language models.
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
The code repository for the paper "Towards Earlier Detection of Oral Diseases On Smartphones Using Oral and Dental RGB Images".
"Fair Federated AI" Summer School, July 19-21, 2024; 16:00 — 19:30 CET time
Publicly available medical imaging datasets for research and analysis.
A list of Medical imaging datasets.
Exploratory data analysis of the Hospital Italiano de Buenos Aires Skin Lesions dataset shared through the ISIC Archive. The dataset is available at https://doi.org/10.34970/432362
Large Language Model Projects
SAM & SAM 2 for Medical Image Segmentation: Open-Source Project Summary
Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation" - MIDL 2024
[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
A generalist foundation model for healthcare capable of handling diverse medical data modalities.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
MICCAI 2019-2023 Open Source Papers
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Updated Nov 1, 2023
Collection of awesome medical dataset resources.
Awesome-LLM: a curated list of Large Language Model
Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misinformation", accepted by AI Magazine 2024
Understanding Deep Learning - Simon J.D. Prince
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks
[CVPR 2024] LMDrive: Closed-Loop End-to-End Driving with Large Language Models
Core engine for the Brave browser for mobile and desktop. For issues https://github.com/brave/brave-browser/issues
[MICCAI 2023] "How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?" by Gregory Holste et al.
[ ICCV CVAMD 2023] Official implementation of "CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification" 🏆 1st place solution 🏆 for the ICCV…
An index of algorithms for few-shot learning/meta-learning on graphs
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch