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1. CheXGenBench CheXGenBench Public

   A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs

   Python 69 2

2. FairTune FairTune Public

   A framework to optimize Parameter-Efficient Fine-Tuning for Fairness in Medical Image Analysis

   Python 11 1

3. MemControl MemControl Public

   A bi-level optimisation framework that automates the selection of parameters for fine-tuning to mitigate data memorisation and ensure high-fidelity generation.

   Python 3

4. Running inference on a single image ... Running inference on a single image using LLaVA-Med

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   # From: https://github.com/microsoft/LLaVA-Med/blob/main/llava/eval/model_vqa_med.py

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   import argparse

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   from transformers import AutoTokenizer, AutoModelForCausalLM, AutoConfig

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   import torch

5. diffusion_memorization diffusion_memorization Public

   Forked from YuxinWenRick/diffusion_memorization

   Code for The Devil is in the Prompts: De-Identification Traces Enhance Memorization Risks in Synthetic Chest X-Ray Generation

   Jupyter Notebook