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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

NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples NIPS 2024
Visual Hallucinations of Multi-modal Large Language Models ACL 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation ACL 2024
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 2024
Uncovering the Full Potential of Visual Grounding Methods in VQA ACL 2024
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs NIPS 2024
Needle In A Multimodal Haystack NIPS 2024
Detection-Based Intermediate Supervision for Visual Question Answering AAAI 2024
Attribute Diversity Determines the Systematicity Gap in VQA EMNLP 2024
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems CVPR 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024
Can You Even Tell Left From Right? Presenting a New Challenge for VQA WACV 2024
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NIPS 2024
Tackling Vision Language Tasks through Learning Inner Monologues AAAI 2024
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models ACL 2024
Image Content Generation with Causal Reasoning AAAI 2024
Question Aware Vision Transformer for Multimodal Reasoning CVPR 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024
Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024
MIVC: Multiple Instance Visual Component for Visual-Language Models WACV 2024
A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era NIPS 2024
A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect EMNLP 2024