Image de couverture de livre

See the Forest and the Trees: A Synergistic Reasoning Framework for Knowledge-Based Visual Question Answering

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Junjie, Tang, Yunhan, Wang, Yijie, Yuan, Zhihao, Wang, Huan, He, Yangfan, Li, Bin
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering
par: Wen, Zhihao, et autres
Publié: (2025)

A Comprehensive Survey of Knowledge-Based Vision Question Answering Systems: The Lifecycle of Knowledge in Visual Reasoning Task
par: Deng, Jiaqi, et autres
Publié: (2025)

MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering
par: Tang, Jingqun, et autres
Publié: (2024)

MaS-VQA: A Mask-and-Select Framework for Knowledge-Based Visual Question Answering
par: Mao, Xianwei, et autres
Publié: (2026)

Learning to Search: A Decision-Based Agent for Knowledge-Based Visual Question Answering
par: Chen, Zhuohong, et autres
Publié: (2026)

WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering
par: Zhu, Yingjian, et autres
Publié: (2026)

Breaking the Visual Shortcuts in Multimodal Knowledge-Based Visual Question Answering
par: Lee, Dosung, et autres
Publié: (2025)

Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
par: Hao, Dongze, et autres
Publié: (2024)

VideoForest: Person-Anchored Hierarchical Reasoning for Cross-Video Question Answering
par: Meng, Yiran, et autres
Publié: (2025)

Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering
par: Wang, Zeqing, et autres
Publié: (2023)

Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering
par: Fernando, Basura, et autres
Publié: (2025)

Visually Interpretable Subtask Reasoning for Visual Question Answering
par: Cheng, Yu, et autres
Publié: (2025)

ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering
par: Tran, Duong T., et autres
Publié: (2025)

Find The Gap: Knowledge Base Reasoning For Visual Question Answering
par: Barezi, Elham J., et autres
Publié: (2024)

CC-VQA: Conflict- and Correlation-Aware Method for Mitigating Knowledge Conflict in Knowledge-Based Visual Question Answering
par: Hong, Yuyang, et autres
Publié: (2026)

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering
par: Choi, Changin, et autres
Publié: (2025)

Combining Knowledge Graph and LLMs for Enhanced Zero-shot Visual Question Answering
par: Tao, Qian, et autres
Publié: (2025)

Fine-Grained Knowledge Structuring and Retrieval for Visual Question Answering
par: Zhang, Zhengxuan, et autres
Publié: (2025)

Object Retrieval for Visual Question Answering with Outside Knowledge
par: Kan, Shichao, et autres
Publié: (2024)

A Knowledge Noise Mitigation Framework for Knowledge-based Visual Question Answering
par: Liu, Zhiyue, et autres
Publié: (2025)

Reconstruction as a Bridge for Event-Based Visual Question Answering
par: Lou, Hanyue, et autres
Publié: (2025)

MedLVR: Latent Visual Reasoning for Reliable Medical Visual Question Answering
par: Xi, Suyang, et autres
Publié: (2026)

Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering
par: Xue, Junxiao, et autres
Publié: (2024)

GeReA: Question-Aware Prompt Captions for Knowledge-based Visual Question Answering
par: Ma, Ziyu, et autres
Publié: (2024)

Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation
par: Peng, Daowan, et autres
Publié: (2025)

Learning to Compress Contexts for Efficient Knowledge-based Visual Question Answering
par: Weng, Weixi, et autres
Publié: (2024)

Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly
par: Liu, Yexin, et autres
Publié: (2024)

Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering
par: Ahir, Param, et autres
Publié: (2023)

ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering
par: Lassoued, Aymen, et autres
Publié: (2026)

Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering
par: Lim, Su Hyeon, et autres
Publié: (2024)

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
par: Zhang, Xiaoman, et autres
Publié: (2023)

Towards Flexible Evaluation for Generative Visual Question Answering
par: Ji, Huishan, et autres
Publié: (2024)

VQ-VA World: Towards High-Quality Visual Question-Visual Answering
par: Gou, Chenhui, et autres
Publié: (2025)

Enabling Collaborative Parametric Knowledge Calibration for Retrieval-Augmented Vision Question Answering
par: Deng, Jiaqi, et autres
Publié: (2025)

MV-CoRe: Multimodal Visual-Conceptual Reasoning for Complex Visual Question Answering
par: Peng, Jingwei, et autres
Publié: (2025)

GoT-CQA: Graph-of-Thought Guided Compositional Reasoning for Chart Question Answering
par: Zhang, Lingling, et autres
Publié: (2024)

Object Attribute Matters in Visual Question Answering
par: Li, Peize, et autres
Publié: (2023)

Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language Models
par: An, Wenbin, et autres
Publié: (2024)

GC-KBVQA: A New Four-Stage Framework for Enhancing Knowledge Based Visual Question Answering Performance
par: Moradi, Mohammad Mahdi, et autres
Publié: (2025)

Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning
par: Zheng, Yuhang, et autres
Publié: (2024)