Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering

Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering

17 February 2025

Papers citing "Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering"

13 / 13 papers shown

Title
Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation Tianyidan Xie Rui Ma Qian Wang Xiaoqian Ye Feixuan Liu Ying Tai Zhenyu Zhang Lanjun Wang Zili Yi DiffM MLLM 28 1 0 29 Apr 2024
What Is Missing in Multilingual Visual Reasoning and How to Fix It Yueqi Song Simran Khanuja Graham Neubig VLM LRM 71 6 0 03 Mar 2024
CogAgent: A Visual Language Model for GUI Agents Wenyi Hong Weihan Wang Qingsong Lv Jiazheng Xu Wenmeng Yu ... Juanzi Li Bin Xu Yuxiao Dong Ming Ding Jie Tang MLLM 132 310 0 14 Dec 2023
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection Bin Lin Yang Ye Bin Zhu Jiaxi Cui Munan Ning Peng Jin Li-ming Yuan VLM MLLM 182 576 0 16 Nov 2023
A Simple Baseline for Knowledge-Based Visual Question Answering Alexandros Xenos Themos Stafylakis Ioannis Patras Georgios Tzimiropoulos 56 7 0 20 Oct 2023
Retrieval-based Knowledge Augmented Vision Language Pre-training Jiahua Rao Zifei Shan Long Liu Yao Zhou Yuedong Yang VLM 73 7 0 27 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 204 1,701 0 07 Apr 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
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
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 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 380 4,010 0 28 Jan 2022
Coarse-to-Fine Reasoning for Visual Question Answering Binh X. Nguyen Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran A. Nguyen NAI 54 35 0 06 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 161 401 0 10 Sep 2021