Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Choi, Changin, Lee, Wonseok, Ko, Jungmin, Rhee, Wonjong
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM
by: Kim, Wonkyun, et al.
Published: (2024)

Orthogonal Negative Guidance in Attention Feature Space for Text-to-Image Generation
by: Ko, Jungmin, et al.
Published: (2026)

Selective Aggregation of Attention Maps Improves Diffusion-Based Visual Interpretation
by: Park, Jungwon, et al.
Published: (2026)

DOS: Directional Object Separation in Text Embeddings for Multi-Object Image Generation
by: Byun, Dongnam, et al.
Published: (2025)

Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models
by: Park, Jungwon, et al.
Published: (2024)

Task-Specific Preconditioner for Cross-Domain Few-Shot Learning
by: Kang, Suhyun, et al.
Published: (2024)

Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning
by: Changin, Choi, et al.
Published: (2024)

QA-Dragon: Query-Aware Dynamic RAG System for Knowledge-Intensive Visual Question Answering
by: Jiang, Zhuohang, et al.
Published: (2025)

StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering
by: Wen, Zhihao, et al.
Published: (2025)

Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering
by: Ahir, Param, et al.
Published: (2023)

Fine-Grained Knowledge Structuring and Retrieval for Visual Question Answering
by: Zhang, Zhengxuan, et al.
Published: (2025)

Find The Gap: Knowledge Base Reasoning For Visual Question Answering
by: Barezi, Elham J., et al.
Published: (2024)

A Knowledge Noise Mitigation Framework for Knowledge-based Visual Question Answering
by: Liu, Zhiyue, et al.
Published: (2025)

MedLVR: Latent Visual Reasoning for Reliable Medical Visual Question Answering
by: Xi, Suyang, et al.
Published: (2026)

ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
by: Compagnoni, Alberto, et al.
Published: (2025)

Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness
by: Kim, Jaeill, et al.
Published: (2024)

IIU: Independent Inference Units for Knowledge-based Visual Question Answering
by: Li, Yili, et al.
Published: (2024)

Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing
by: Kim, Jaeill, et al.
Published: (2024)

Thought-For-Food: Reasoning Chain Induced Food Visual Question Answering
by: Jain, Riddhi, et al.
Published: (2025)

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering
by: Cocchi, Federico, et al.
Published: (2024)

Evaluating Feature Attribution Methods for Electrocardiogram
by: Suh, Jangwon, et al.
Published: (2022)

Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat
by: Xu, Pusheng, et al.
Published: (2025)

KARL: Knowledge-Aware Reasoning and Reinforcement Learning for Knowledge-Intensive Visual Grounding
by: Ma, Xinyu, et al.
Published: (2025)

MaS-VQA: A Mask-and-Select Framework for Knowledge-Based Visual Question Answering
by: Mao, Xianwei, et al.
Published: (2026)

WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving
by: Yu, Seungjun, et al.
Published: (2025)

VoQA: Visual-only Question Answering
by: An, Jianing, et al.
Published: (2025)

Object Attribute Matters in Visual Question Answering
by: Li, Peize, et al.
Published: (2023)

Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning
by: Zeng, Xingchen, et al.
Published: (2024)

WikiVQABench: A Knowledge-Grounded Visual Question Answering Benchmark from Wikipedia and Wikidata
by: Shbita, Basel, et al.
Published: (2026)

RECODE: Reasoning Through Code Generation for Visual Question Answering
by: Shen, Junhong, et al.
Published: (2025)

Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective
by: Chen, Xiaolan, et al.
Published: (2024)

Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering
by: Hong, Yuyang, et al.
Published: (2025)

VLM's Eye Examination: Instruct and Inspect Visual Competency of Vision Language Models
by: Hyeon-Woo, Nam, et al.
Published: (2024)

M$^3$-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering
by: Ma, Jiatong, et al.
Published: (2026)

Saliency Guided Longitudinal Medical Visual Question Answering
by: Wu, Jialin, et al.
Published: (2025)

Multi-Sourced Compositional Generalization in Visual Question Answering
by: Li, Chuanhao, et al.
Published: (2025)

Free Form Medical Visual Question Answering in Radiology
by: Narayanan, Abhishek, et al.
Published: (2024)

Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering
by: Naeem, Awais, et al.
Published: (2024)

VISREAS: Complex Visual Reasoning with Unanswerable Questions
by: Akter, Syeda Nahida, et al.
Published: (2024)

Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts
by: Özdemir, Övgü, et al.
Published: (2024)