Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical
Visual Language Pre-trained Models

Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models

25 April 2024

Dingkang Yang

Lihua Zhang

Papers citing "Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models"

11 / 11 papers shown

Title
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Jiazhen Pan Che Liu Junde Wu Fenglin Liu Jiayuan Zhu Hongwei Bran Li Chen Chen C. Ouyang Daniel Rueckert LRM LM&MA VLM 65 10 0 26 Feb 2025
OrthoDoc: Multimodal Large Language Model for Assisting Diagnosis in Computed Tomography Youzhu Jin Yichen Zhang LM&MA 36 1 0 30 Aug 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
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models Jiawei Chen Dingkang Yang Tong Wu Yue Jiang Xiaolu Hou Mingcheng Li Shunli Wang Dongling Xiao Ke Li Lihua Zhang LM&MA VLM 29 18 0 14 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
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 139 301 0 21 Mar 2024
Can LLMs' Tuning Methods Work in Medical Multimodal Domain? Jiawei Chen Yue Jiang Dingkang Yang Mingcheng Li Jinjie Wei Ziyun Qian Lihua Zhang LM&MA 21 9 0 11 Mar 2024
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification Dingkang Yang Mingcheng Li Dongling Xiao Yang Liu Kun Yang Zhaoyu Chen Yuzheng Wang Peng Zhai Ke Li Lihua Zhang 33 16 0 08 Mar 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 79 107 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 4,010 0 28 Jan 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021