Large Multimodal Models: Notes on CVPR 2023 Tutorial

26 June 2023

Papers citing "Large Multimodal Models: Notes on CVPR 2023 Tutorial"

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Title
UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces Baining Zhao Jianjie Fang Zichao Dai Zhilin Wang Jirong Zha ... Chen Gao Y. Wang Jinqiang Cui Xinlei Chen Yongqian Li 51 2 0 08 Mar 2025
LLaVA-Read: Enhancing Reading Ability of Multimodal Language Models Ruiyi Zhang Yufan Zhou Jian Chen Jiuxiang Gu Changyou Chen Tongfei Sun VLM 41 6 0 27 Jul 2024
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs S. Swetha Jinyu Yang T. Neiman Mamshad Nayeem Rizve Son Tran Benjamin Z. Yao Trishul Chilimbi Mubarak Shah 59 2 0 18 Jul 2024
TRINS: Towards Multimodal Language Models that Can Read Ruiyi Zhang Yanzhe Zhang Jian Chen Yufan Zhou Jiuxiang Gu Changyou Chen Tong Sun VLM 31 6 0 10 Jun 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning Yuexiang Zhai Hao Bai Zipeng Lin Jiayi Pan Shengbang Tong ... Alane Suhr Saining Xie Yann LeCun Yi Ma Sergey Levine LLMAG LRM 47 59 0 16 May 2024
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework Chris Kelly Luhui Hu Bang Yang Yu Tian Deshun Yang Cindy Yang Zaoshan Huang Zihao Li Jiayin Hu Yuexian Zou 37 9 0 14 Mar 2024
Convincing Rationales for Visual Question Answering Reasoning Kun Li G. Vosselman Michael Ying Yang 44 1 0 06 Feb 2024
Explaining latent representations of generative models with large multimodal models Mengdan Zhu Zhenke Liu Bo Pan Abhinav Angirekula Liang Zhao 37 2 0 02 Feb 2024
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng E. Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 27 76 0 17 Dec 2023
GlitchBench: Can large multimodal models detect video game glitches? Mohammad Reza Taesiri Tianjun Feng Anh Nguyen C. Bezemer MLLM VLM LRM 30 9 0 08 Dec 2023
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts Jialin Wu Xia Hu Yaqing Wang Bo Pang Radu Soricut MoE 19 14 0 01 Dec 2023
Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models Vishaal Udandarao Max F. Burg Samuel Albanie Matthias Bethge VLM 34 9 0 12 Oct 2023
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models Yadong Lu Chunyuan Li Haotian Liu Jianwei Yang Jianfeng Gao Yelong Shen MLLM 105 31 0 18 Sep 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Erik Cambria Björn W. Schuller LM&MA AuLLM 31 38 0 24 Aug 2023
Detecting and Preventing Hallucinations in Large Vision Language Models Anisha Gunjal Jihan Yin Erhan Bas MLLM VLM 22 155 0 11 Aug 2023
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding Yanzhe Zhang Ruiyi Zhang Jiuxiang Gu Yufan Zhou Nedim Lipka Diyi Yang Tongfei Sun VLM MLLM 25 219 0 29 Jun 2023
Concept-Oriented Deep Learning with Large Language Models Daniel T. Chang 14 1 0 29 Jun 2023
Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT Zhe Xiao Yuzhong Chen Lu Zhang Jun Yao Zihao Wu ... Yixuan Yuan Dinggang Shen Dajiang Zhu Tianming Liu Xi Jiang VLM MLLM 63 17 0 29 Apr 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 208 900 0 27 Apr 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 159 579 0 06 Apr 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 211 1,106 0 20 Sep 2022
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 313 11,953 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 373 8,495 0 28 Jan 2022