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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

EaSe: A Diagnostic Tool for VQA based on Answer Diversity NAACL 2021
Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering NAACL 2021
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering CONLL 2021
StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021
PQA: Perceptual Question Answering CVPR 2021
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation EMNLP 2021
Greedy Gradient Ensemble for Robust Visual Question Answering ICCV 2021
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA NAACL 2021
Open-domain clarification question generation without question examples EMNLP 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering ACL 2021
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency NAACL 2021
Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021
TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text CVPR 2021
TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021
Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation CVPR 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering IJCNLP 2021
Recognizing Multimodal Entailment ACL 2021
Generic Attention-Model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers ICCV 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL 2021
TRAR: Routing the Attention Spans in Transformer for Visual Question Answering ICCV 2021
Unshuffling Data for Improved Generalization in Visual Question Answering ICCV 2021
Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps AAAI 2021
MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021