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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

Probing the Role of Positional Information in Vision-Language Models NAACL 2022
Maintaining Reasoning Consistency in Compositional Visual Question Answering CVPR 2022
ScanQA: 3D Question Answering for Spatial Scene Understanding CVPR 2022
Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022
QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning NAACL 2022
OpenCQA: Open-ended Question Answering with Charts EMNLP 2022
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems EMNLP 2022
Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022
Grounding Answers for Visual Questions Asked by Visually Impaired People CVPR 2022
Dual-Key Multimodal Backdoors for Visual Question Answering CVPR 2022
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022
Guiding Visual Question Generation NAACL 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering CVPR 2022
LaTr: Layout-Aware Transformer for Scene-Text VQA CVPR 2022
V-Doc: Visual Questions Answers With Documents CVPR 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering NIPS 2022
Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions CVPR 2022
Open-Domain, Content-Based, Multi-Modal Fact-Checking of Out-of-Context Images via Online Resources CVPR 2022
An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems NAACL 2022
All You May Need for VQA are Image Captions NAACL 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
WebQA: Multihop and Multimodal QA CVPR 2022