visual question answering

1000 papers

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Also known as

VQAI OK-VQA VQA VIDEOQA TEXTVQA IMAGEQA

Co-occurring keywords

multimodal learning (4622) vision-language model (2235) image captioning (728) vision language model (752) multi-modal learning (1276) multimodal large language model (865) large language model (12755) visual reasoning (479) attention mechanism (3975) benchmark evaluation (1539)

Papers

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025

Dual Diffusion for Unified Image Generation and Understanding CVPR 2025

Advancing Chart Question Answering with Robust Chart Component Recognition WACV 2025

MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025

SplatTalk: 3D VQA with Gaussian Splatting ICCV 2025

TabComp: A Dataset for Visual Table Reading Comprehension NAACL 2025

MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025

Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025

End-to-End Multi-Modal Diffusion Mamba ICCV 2025

VideoGameBunny: Towards Vision Assistants for Video Games WACV 2025

Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering ICCV 2025

OVQA: A Dataset for Visual Question Answering and Multimodal Research in Odia Language COLING 2025

Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025

Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025

WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025

GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025

Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025

Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering COLING 2025

SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025

Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025

Cross-modal Information Flow in Multimodal Large Language Models CVPR 2025

The Confidence Paradox: Can LLM Know When It’s Wrong? IJCNLP 2025

X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA EMNLP 2025