Biomedical Visual Instruction Tuning with Clinician Preference Alignment

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Biomedical Visual Instruction Tuning with Clinician Preference Alignment

19 June 2024

Jieyu Zhang

Quanzheng Li

Carl Yang

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Papers citing "Biomedical Visual Instruction Tuning with Clinician Preference Alignment"

18 / 18 papers shown

Title
Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning Cheng Peng Kai Zhang Mengxian Lyu Hongfang Liu Lichao Sun Yonghui Wu LM&MA MedIm VLM 267 0 0 23 May 2025
CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models Wei Dai Peilin Chen Malinda Lu Daniel Li Haowen Wei Hejie Cui Paul Pu Liang LM&MA 134 4 0 09 Mar 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs Sheng Zhang Yanbo Xu Naoto Usuyama Hanwen Xu J. Bagga ... Carlo Bifulco M. Lungren Tristan Naumann Sheng Wang Hoifung Poon LM&MA MedIm 199 229 0 10 Jan 2025
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Zhe Chen Weiyun Wang Hao Tian Shenglong Ye Zhangwei Gao ... Tong Lu Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang MLLM VLM 108 627 0 25 Apr 2024
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model Taehee Kim Yeongjae Cho Heejun Shin Yohan Jo Dongmyung Shin 84 4 0 12 Jan 2024
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 69 71 0 31 Aug 2023
Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering Pengfei Li Gang Liu Jinlong He Zixu Zhao Shenjun Zhong 28 37 0 11 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 391 4,388 0 09 Jun 2023
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 90 354 0 24 May 2023
Album Storytelling with Iterative Story-aware Captioning and Large Language Models Munan Ning Yujia Xie Dongdong Chen Zeyin Song Lu Yuan Yonghong Tian QiXiang Ye Liuliang Yuan 48 8 0 22 May 2023
PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering Xiaoman Zhang Chaoyi Wu Ziheng Zhao Weixiong Lin Ya Zhang Yanfeng Wang Weidi Xie LM&MA 119 179 0 17 May 2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models Michele Focchi Fei Cheng Zhuoyuan Mao Qianying Liu Haiyue Song Jiwei Li Sadao Kurohashi LRM 90 92 0 03 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,631 0 15 Mar 2023
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 194 3,128 0 20 Oct 2022
Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training Zhihong Chen Yu Du Jinpeng Hu Yang Liu Guanbin Li Xiang Wan Tsung-Hui Chang 134 117 0 15 Sep 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 211 3,778 0 03 Sep 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 162 751 0 18 Apr 2021
SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering Bo Liu Li-Ming Zhan Li Xu Lin Ma Y. Yang Xiao-Ming Wu 78 270 0 18 Feb 2021

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