Beyond Embeddings: The Promise of Visual Table in Visual Reasoning

Beyond Embeddings: The Promise of Visual Table in Visual Reasoning

27 March 2024

Michael R. Lyu

Papers citing "Beyond Embeddings: The Promise of Visual Table in Visual Reasoning"

10 / 10 papers shown

Title
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks Sherzod Hakimov David Schlangen VLM 14 5 0 23 May 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 198 1,089 0 20 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 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 164 134 0 22 May 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 301 11,730 0 04 Mar 2022
Hydra: A Real-time Spatial Perception System for 3D Scene Graph Construction and Optimization Nathan Hughes Yun Chang Luca Carlone 3DPC 113 139 0 31 Jan 2022
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 164 401 0 10 Sep 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Tsung-Yi Lin Weicheng Kuo Yin Cui VLM ObjD 220 698 0 28 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 2,875 0 11 Feb 2021
Comprehensive Image Captioning via Scene Graph Decomposition Yiwu Zhong Liwei Wang Jianshu Chen Dong Yu Yin Li 76 123 0 23 Jul 2020