RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language
Models

RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models

6 July 2024

Hongtu Zhu

Linjun Zhang

Huaxiu Yao

Papers citing "RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models"

8 / 8 papers shown

Title
Adversarial Hubness in Multi-Modal Retrieval Tingwei Zhang Fnu Suya Rishi Jha Collin Zhang Vitaly Shmatikov AAML 81 1 0 18 Dec 2024
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models Peng Xia Siwei Han Shi Qiu Yiyang Zhou Zhaoyang Wang ... Chenhang Cui Mingyu Ding Linjie Li Lijuan Wang Huaxiu Yao 52 10 0 14 Oct 2024
GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM Keshav Bimbraw Ye Wang Jing Liu T. Koike-Akino VLM MedIm LM&MA 32 1 0 15 Jul 2024
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM Wenxue Li Xinyu Xiong Peng Xia Lie Ju Zongyuan Ge MedIm 29 10 0 22 Jun 2024
Improving Medical Multi-modal Contrastive Learning with Expert Annotations Yogesh Kumar Pekka Marttinen MedIm VLM 29 9 0 15 Mar 2024
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding Sicong Leng Hang Zhang Guanzheng Chen Xin Li Shijian Lu Chunyan Miao Li Bing VLM MLLM 85 197 0 28 Nov 2023
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training Zheng Yuan Qiao Jin Chuanqi Tan Zhengyun Zhao Hongyi Yuan Fei Huang Songfang Huang 44 27 0 01 Mar 2023
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 95 126 0 03 Oct 2021