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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

InfographicVQA WACV 2022
Multi-Modal Answer Validation for Knowledge-Based VQA AAAI 2022
Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022
QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog WACV 2022
Declaration-based Prompt Tuning for Visual Question Answering IJCAI 2022
Co-VQA : Answering by Interactive Sub Question Sequence ACL 2022
GLIPv2: Unifying Localization and Vision-Language Understanding NIPS 2022
S2 Transformer for Image Captioning IJCAI 2022
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022
ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering CVPR 2022
What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? AACL 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ICML 2022
CARETS: A Consistency And Robustness Evaluative Test Suite for VQA ACL 2022
CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022
MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge EMNLP 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning NIPS 2022
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NIPS 2022
Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment NIPS 2022
Towards Video Text Visual Question Answering: Benchmark and Baseline NIPS 2022
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks CVPR 2022