visual question answering

1000 papers

Explore in graph

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

Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024

Dreaming Out Loud: A Self-Synthesis Approach For Training Vision-Language Models With Developmentally Plausible Data CONLL 2024

ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty NIPS 2024

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark NIPS 2024

SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge NIPS 2024

HyperMR: Hyperbolic Hypergraph Multi-hop Reasoning for Knowledge-based Visual Question Answering COLING 2024

On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024

CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments COLING 2024

WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models NAACL 2024

JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024

VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NIPS 2024

BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions AAAI 2024

Object Attribute Matters in Visual Question Answering AAAI 2024

Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024

Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs EMNLP 2024

Wings: Learning Multimodal LLMs without Text-only Forgetting NIPS 2024

MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024

DocFormerv2: Local Features for Document Understanding AAAI 2024

EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering AAAI 2024

Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA AAAI 2024

Text-Guided Image Clustering EACL 2024

Needle In A Multimodal Haystack NIPS 2024

GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NIPS 2024

CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 2024

NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples NIPS 2024