| DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels | Mar 24, 2025 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models | Apr 25, 2024 | Medical Visual Question Answeringparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering | Oct 28, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 | 0 |
| Enhancing Generalization in Medical Visual Question Answering Tasks via Gradient-Guided Model Perturbation | Mar 5, 2024 | Data AugmentationMedical Visual Question Answering | —Unverified | 0 | 0 |
| Free Form Medical Visual Question Answering in Radiology | Jan 23, 2024 | DiagnosticForm | —Unverified | 0 | 0 |
| Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering | Apr 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis | Nov 25, 2024 | Medical Visual Question AnsweringMultiple-choice | —Unverified | 0 | 0 |
| GEMeX-ThinkVG: Towards Thinking with Visual Grounding in Medical VQA via Reinforcement Learning | Jun 22, 2025 | Answer GenerationDecision Making | —Unverified | 0 | 0 |
| Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray | Apr 23, 2024 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion | Apr 4, 2025 | DiagnosticMedical Visual Question Answering | —Unverified | 0 | 0 |
