Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos

7 December 2023

Papers citing "Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos"

23 / 23 papers shown

Title
VideoPath-LLaVA: Pathology Diagnostic Reasoning Through Video Instruction Tuning T. Vuong J. T. Kwak VGen 32 0 0 07 May 2025
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design Vasudev Sharma Ahmed Alagha Abdelhakim Khellaf Vincent Quoc-Huy Trinh Mahdi S. Hosseini 33 0 0 30 Apr 2025
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation Shahad Albastaki Anabia Sohail I. I. Ganapathi B. Alawode Asim Khan Sajid Javed N. Werghi Mohammed Bennamoun Arif Mahmood 66 0 0 26 Apr 2025
GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology S. Kapse Pushpak Pati Srikar Yellapragada Srijan Das Rajarsi R. Gupta Joel H. Saltz Dimitris Samaras Prateek Prasanna VLM 41 0 0 01 Apr 2025
Multi-Modal Foundation Models for Computational Pathology: A Survey Dong Li Guihong Wan Xintao Wu Xinyu Wu Xiaohui Chen Yi He Christine G. Lian Peter K. Sorger Yevgeniy R. Semenov Chen Zhao MedIm 44 0 0 12 Mar 2025
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Lukas Buess Matthias Keicher Nassir Navab Andreas K. Maier Soroosh Tayebi Arasteh LM&MA 112 0 0 13 Feb 2025
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Fatemeh Ghezloo M. S. Seyfioglu Rustin Soraki Wisdom O. Ikezogwo Beibin Li Tejoram Vivekanandan J. Elmore Ranjay Krishna Linda G. Shapiro 86 3 0 13 Feb 2025
Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Clinical Pathology Analysis Shengxuming Zhang Weihan Li Tianhong Gao Jiacong Hu Haoming Luo Mingli Song Xiuming Zhang Mingli Song Zunlei Feng LM&MA 101 0 0 12 Dec 2024
Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering Awais Naeem Tianhao Li Huang-Ru Liao Jiawei Xu Aby M. Mathew ... A. Jaiswal Raffi A. Salibian Ziniu Hu Tianlong Chen Ying Ding 70 0 0 26 Nov 2024
HumanVLM: Foundation for Human-Scene Vision-Language Model Dawei Dai Xu Long Li Yutang Zhang YuanHui Shuyin Xia VLM MLLM 33 1 0 05 Nov 2024
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding Ying Chen Guoan Wang Yuanfeng Ji Yanjun Li Jin Ye Tianbin Li Bin Zhang Nana Pei Rongshan Yu Yu Qiao VLM LM&MA 51 2 0 15 Oct 2024
Exploring the Feasibility of Multimodal Chatbot AI as Copilot in Pathology Diagnostics: Generalist Model's Pitfall Mianxin Liu Jianfeng Wu Fang Yan Hongjun Li Wei Wang Shaoting Zhang Zhe Wang LM&MA 32 0 0 04 Sep 2024
A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models Dibaloke Chanda Milan Aryal Nasim Yahya Soltani Masoud Ganji AI4CE VLM 34 7 0 23 Aug 2024
PA-LLaVA: A Large Language-Vision Assistant for Human Pathology Image Understanding Dawei Dai Yuanhui Zhang Long Xu Qianlan Yang Xiaojing Shen Shuyin Xia Guoyin Wang LM&MA VLM 21 6 0 18 Aug 2024
Cost-effective Instruction Learning for Pathology Vision and Language Analysis Kaitao Chen Mianxin Liu Fang Yan Lei Ma Xiaoming Shi ... Xiaosong Wang Lifeng Zhu Zhe Wang Mu Zhou Shaoting Zhang 38 3 0 25 Jul 2024
Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning Chen Shen Chunfeng Lian Wanqing Zhang Fan Wang Jianhua Zhang ... Hongshu Mu Hao Wu Xinggong Liang Jianhua Ma Zhenyuan Wang 34 0 0 20 Jul 2024
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration Yuxuan Sun Yunlong Zhang Yixuan Si Chenglu Zhu Zhongyi Shui Kai Zhang Jingxiong Li Xingheng Lyu Tao Lin Lin Yang LM&MA VLM MedIm 23 9 0 28 Jun 2024
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model Jiahao Huo Yibo Yan Boren Hu Yutao Yue Xuming Hu LRM MLLM 32 7 0 17 Jun 2024
Octopi: Object Property Reasoning with Large Tactile-Language Models Samson Yu Kelvin Lin Anxing Xiao Jiafei Duan Harold Soh LRM 31 23 0 05 May 2024
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model Dilxat Muhtar Zhenshi Li Feng-Xue Gu Xue-liang Zhang P. Xiao 67 48 0 04 Feb 2024
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology Yuxuan Sun Hao Wu Chenglu Zhu Sunyi Zheng Qizi Chen ... Mengyue Zheng Jingxiong Li Xinheng Lyu Tao Lin Lin Yang LM&MA 19 10 0 29 Jan 2024
Quilt-1M: One Million Image-Text Pairs for Histopathology Wisdom O. Ikezogwo M. S. Seyfioglu Fatemeh Ghezloo Dylan Stefan Chan Geva Fatwir Sheikh Mohammed Pavan Kumar Anand Ranjay Krishna Linda G. Shapiro CLIP VLM 125 109 0 20 Jun 2023
PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering Xiaoman Zhang Chaoyi Wu Ziheng Zhao Weixiong Lin Ya-Qin Zhang Yanfeng Wang Weidi Xie LM&MA 29 152 0 17 May 2023