VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

27 May 2024

Zhongyu Wei

Papers citing "VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models"

15 / 15 papers shown

Title
Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought Yunze Man De-An Huang Guilin Liu Shiwei Sheng Shilong Liu Liang-Yan Gui Jan Kautz Yu Wang Zhiding Yu MLLM LRM 10 0 0 29 May 2025
Understand, Think, and Answer: Advancing Visual Reasoning with Large Multimodal Models Yufei Zhan Hongyin Zhao Yousong Zhu Shurong Zheng Fan Yang Ming Tang Jinqiao Wang VLM LRM 11 0 0 27 May 2025
Let Androids Dream of Electric Sheep: A Human-like Image Implication Understanding and Reasoning Framework Chenhao Zhang Yazhe Niu 29 0 0 22 May 2025
OViP: Online Vision-Language Preference Learning Shujun Liu Siyuan Wang Zejun Li Jianxiang Wang Cheng Zeng Zhongyu Wei MLLM VLM 26 0 0 21 May 2025
Chain-of-Focus: Adaptive Visual Search and Zooming for Multimodal Reasoning via RL Xintong Zhang Zhi Gao Bofei Zhang Pengxiang Li Xiaowen Zhang ... Tao Yuan Yuwei Wu Yunde Jia Song-Chun Zhu Qing Li LRM 39 0 0 21 May 2025
SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning Yang Liu Ming Ma Xiaomin Yu Pengxiang Ding Han Zhao Mingyang Sun Siteng Huang Donglin Wang LRM 56 0 0 18 May 2025
From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation Yifu Yuan Haiqin Cui Yibin Chen Zibin Dong Fei Ni Longxin Kou Jinyi Liu Pengyi Li Yan Zheng Jianye Hao 44 0 0 13 May 2025
Mind with Eyes: from Language Reasoning to Multimodal Reasoning Zhiyu Lin Yifei Gao Xian Zhao Yunfan Yang Jitao Sang LRM 74 5 0 23 Mar 2025
Grounded Chain-of-Thought for Multimodal Large Language Models Qiong Wu Xiangcong Yang Yiyi Zhou Chenxin Fang Baiyang Song Xiaoshuai Sun Rongrong Ji LRM 102 1 0 17 Mar 2025
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration Haozhan Shen Kangjia Zhao Tiancheng Zhao Ruochen Xu Zilun Zhang Mingwei Zhu Yuxiang Cai 97 4 0 25 Nov 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis Chuanqi Cheng Jian Guan Wei Wu Rui Yan LRM 56 11 0 28 Jun 2024
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 63 640 0 18 Aug 2023
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action Zhengyuan Yang Linjie Li Jianfeng Wang Kevin Qinghong Lin E. Azarnasab Faisal Ahmed Zicheng Liu Ce Liu Michael Zeng Lijuan Wang ReLM KELM LRM 31 377 0 20 Mar 2023
Automatic Chain of Thought Prompting in Large Language Models Zhuosheng Zhang Aston Zhang Mu Li Alexander J. Smola ReLM LRM 82 603 0 07 Oct 2022
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality Tristan Thrush Ryan Jiang Max Bartolo Amanpreet Singh Adina Williams Douwe Kiela Candace Ross CoGe 66 413 0 07 Apr 2022

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