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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

Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA CVPR 2020
Unsupervised Keyword Extraction for Full-Sentence VQA EMNLP 2020
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering EMNLP 2020
12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020
Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies EMNLP 2020
CapWAP: Image Captioning with a Purpose EMNLP 2020
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020
Hypergraph Attention Networks for Multimodal Learning CVPR 2020
STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering EMNLP 2020
VQA With No Questions-Answers Training CVPR 2020
SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions CVPR 2020
Revisiting Bilinear Pooling: A Coding Perspective AAAI 2020
Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation AAAI 2020
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing CVPR 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering CVPR 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers EMNLP 2020
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis COLING 2020
Multi-Question Learning for Visual Question Answering AAAI 2020
Federated Learning for Vision-and-Language Grounding Problems AAAI 2020
Reasoning Over History: Context Aware Visual Dialog EMNLP 2020
Visuo-Linguistic Question Answering (VLQA) Challenge EMNLP 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs EMNLP 2020
ConceptBert: Concept-Aware Representation for Visual Question Answering EMNLP 2020
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation EMNLP 2020