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1. StanfordMIMI/villa StanfordMIMI/villa Public

   [ICCV 2023] ViLLA: Fine-grained vision-language representation learning from real-world data

   Python 46 3

2. Stanford-AIMI/RaVL Stanford-AIMI/RaVL Public

   [NeurIPS 2024] RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models

   Jupyter Notebook 31

3. StanfordMIMI/MedVAE StanfordMIMI/MedVAE Public

   [MIDL 2025] Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders

   Python 167 13

4. Stanford-AIMI/TRoVe Stanford-AIMI/TRoVe Public

   [NeurIPS 2025] TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models

   Jupyter Notebook 2

5. MSK-LE MSK-LE Public

   [Nature Machine Intelligence 2019] A deep learning approach for abnormality detection in lower extremity radiographs

   Python 13

6. eth-medical-ai-lab/smmile eth-medical-ai-lab/smmile Public

   [NeurIPS Datasets & Benchmarks 2025] SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning

   Python 12 2