Open Ended Medical Reinforcement Learning
[ICMR'21, Best Poster Paper Award] Medical Visual Question Answering with Multi-task Pre-training and Cross-modal Self-attention
Synthetic medical VQA pipeline: 119K images annotated by frontier VLMs, cross-validated at 93% agreement, fine-tuned on 3 model families (2-3B params)
Official repository for the ACL 2025 Findings paper "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA"
[IEEE TMI'22] VQAMix: Conditional Triplet Mixup for Medical Visual Question Answering
Visual Question Answering in the Medical Domain
Official repo for hedge-bench PyPI package for hallucination detection in vision-language VQA models, including the codebase for the paper “HEDGE: Hallucination Estimation via Dense Geometric Entropy for VQA with Vision-Language Models.”
Giving eyes to a blind medical LLM: applying VoRA (Vision as LoRA) to BioMistral-7B for radiology Visual Question Answering on chest X-rays.
Medical PRM pipeline for VQA datasets with commercial, open-model, and demo backends
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