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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

Dual Capsule Attention Mask Network with Mutual Learning for Visual Question Answering COLING 2022
Flamingo: a Visual Language Model for Few-Shot Learning NIPS 2022
CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination NAACL 2022
On the Effects of Video Grounding on Language Models COLING 2022
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models NIPS 2022
What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? IJCNLP 2022
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization EMNLP 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022
Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing AAAI 2022
VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives NIPS 2022
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images ICCV 2021
Human-Adversarial Visual Question Answering NIPS 2021
Contrast and Classify: Training Robust VQA Models ICCV 2021
A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations NAACL 2021
Regularizing Attention Networks for Anomaly Detection in Visual Question Answering AAAI 2021
StructuralLM: Structural Pre-training for Form Understanding ACL 2021
MERLOT: Multimodal Neural Script Knowledge Models NIPS 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s Heads IJCAI 2021
How to Make a BLT Sandwich? Learning VQA Towards Understanding Web Instructional Videos WACV 2021
Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021
Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning ICCV 2021
Region under Discussion for visual dialog EMNLP 2021
Auto-Parsing Network for Image Captioning and Visual Question Answering ICCV 2021