Can LLMs' Tuning Methods Work in Medical Multimodal Domain?

Can LLMs' Tuning Methods Work in Medical Multimodal Domain?

11 March 2024

Dingkang Yang

Lihua Zhang

Papers citing "Can LLMs' Tuning Methods Work in Medical Multimodal Domain?"

10 / 10 papers shown

Title
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System Parker Addison Minh-Tuan H. Nguyen Tomislav Medan Jinali Shah Mohammad T. Manzari ... Chester Chen Daguang Xu Yan Cheng Andrew Feng Ziyue Xu 86 4 0 17 Dec 2024
Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training Dingkang Yang Kun Yang Haopeng Kuang Zhaoyu Chen Yuzheng Wang Lihua Zhang CML 36 4 0 06 Jul 2024
Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations Dingkang Yang Mingcheng Li Linhao Qu Kun Yang Peng Zhai Song Wang Lihua Zhang 32 5 0 06 Jul 2024
Image-to-Text Logic Jailbreak: Your Imagination can Help You Do Anything Xiaotian Zou Ke Li Yongkang Chen MLLM 34 2 0 01 Jul 2024
Skip and Skip: Segmenting Medical Images with Prompts Jiawei Chen Dingkang Yang Yuxuan Lei Lihua Zhang MedIm 25 0 0 21 Jun 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications Dingkang Yang Jinjie Wei Dongling Xiao Shunli Wang Tong Wu ... Yue Jiang Qingyao Xu Ke Li Peng Zhai Lihua Zhang LM&MA 38 7 0 29 May 2024
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 79 111 0 15 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,110 0 28 Jan 2022
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 236 804 0 14 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,835 0 18 Apr 2021