Position-Enhanced Visual Instruction Tuning for Multimodal Large
Language Models

Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models

25 August 2023

Peng Li

Maosong Sun

Yang Liu

Papers citing "Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models"

16 / 16 papers shown

Title
LOVA3: Learning to Visual Question Answering, Asking and Assessment Henry Hengyuan Zhao Pan Zhou Difei Gao Zechen Bai Mike Zheng Shou 56 8 0 21 Feb 2025
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Yuqian Yuan Hang Zhang Wentong Li Zesen Cheng Boqiang Zhang ... Deli Zhao Wenqiao Zhang Yueting Zhuang Jianke Zhu Lidong Bing 46 5 0 31 Dec 2024
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning Yang Bai Yang Zhou Jun Zhou Rick Siow Mong Goh Daniel Ting Yong Liu VLM 26 0 0 09 Oct 2024
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models Ming-Kuan Wu Xinyue Cai Jiayi Ji Jiale Li Oucheng Huang Gen Luo Hao Fei Xiaoshuai Sun Rongrong Ji MLLM 40 7 0 31 Jul 2024
V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel Multimodal LLM Abdur Rahman Rajat Chawla Muskaan Kumar Arkajit Datta Adarsh Jha NS Mukunda Ishaan Bhola 27 2 0 24 May 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Peng Gao Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 42 31 0 29 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 37 7 0 29 Feb 2024
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model Shraman Pramanick Guangxing Han Rui Hou Sayan Nag Ser-Nam Lim Nicolas Ballas Qifan Wang Rama Chellappa Amjad Almahairi VLM MLLM 32 29 0 19 Dec 2023
See, Say, and Segment: Teaching LMMs to Overcome False Premises Tsung-Han Wu Giscard Biamby David M. Chan Lisa Dunlap Ritwik Gupta Xudong Wang Joseph E. Gonzalez Trevor Darrell VLM MLLM 19 18 0 13 Dec 2023
Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey Haotian Zhang S. D. Semujju Zhicheng Wang Xianwei Lv Kang Xu ... Jing Wu Zhuo Long Wensheng Liang Xiaoguang Ma Ruiyan Zhuang UQCV AI4TS AI4CE 20 4 0 11 Dec 2023
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning Sijin Chen Xin Chen C. Zhang Mingsheng Li Gang Yu Hao Fei Hongyuan Zhu Jiayuan Fan Tao Chen MLLM 10 76 0 30 Nov 2023
u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model Jinjin Xu Liwu Xu Yuzhe Yang Xiang Li Fanyi Wang Yanchun Xie Yi-Jie Huang Yaqian Li MoE MLLM VLM 8 12 0 09 Nov 2023
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning Yifan Du Hangyu Guo Kun Zhou Wayne Xin Zhao Jinpeng Wang Chuyuan Wang Mingchen Cai Ruihua Song Ji-Rong Wen VLM MLLM LRM 40 22 0 02 Nov 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images Andreas Veit Tomas Matera Lukás Neumann Jirí Matas Serge J. Belongie 169 458 0 26 Jan 2016