Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks

23 May 2023

Papers citing "Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks"

10 / 10 papers shown

Title
Multimodal graph representation learning for website generation based on visual sketch Tung D. Vu Chung Hoang Truong-Son Hy 3DV 48 0 0 25 Apr 2025
Taxonomy-Aware Evaluation of Vision-Language Models Vésteinn Snæbjarnarson Kevin Du Niklas Stoehr Serge J. Belongie Ryan Cotterell Nico Lang Stella Frank 27 0 0 07 Apr 2025
Does VLM Classification Benefit from LLM Description Semantics? Pingchuan Ma Lennart Rietdorf Dmytro Kotovenko Vincent Tao Hu Bjorn Ommer VLM 67 0 0 16 Dec 2024
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning Yiwu Zhong Zi-Yuan Hu Michael R. Lyu Liwei Wang 24 1 0 27 Mar 2024
Linearly Mapping from Image to Text Space Jack Merullo Louis Castricato Carsten Eickhoff Ellie Pavlick VLM 159 104 0 30 Sep 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Zhenhailong Wang Manling Li Ruochen Xu Luowei Zhou Jie Lei ... Chenguang Zhu Derek Hoiem Shih-Fu Chang Mohit Bansal Heng Ji MLLM VLM 167 134 0 22 May 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 382 4,010 0 28 Jan 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 315 8,261 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 169 401 0 10 Sep 2021