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visual question answering

1000 papers

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Also known as

VQA

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

Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning CVPR 2018
Focal Visual-Text Attention for Visual Question Answering CVPR 2018
Categorizing Concepts With Basic Level for Vision-to-Language CVPR 2018
Cross-Dataset Adaptation for Visual Question Answering CVPR 2018
Feature Enhancement in Attention for Visual Question Answering IJCAI 2018
Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension CVPR 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning CVPR 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering CVPR 2017
Modulating early visual processing by language NIPS 2017
Knowledge Acquisition for Visual Question Answering via Iterative Querying CVPR 2017
Locally Smoothed Neural Networks ACML 2017
Automatic Generation of Grounded Visual Questions IJCAI 2017
GuessWhat?! Visual Object Discovery Through Multi-Modal Dialogue CVPR 2017
A Dataset and Exploration of Models for Understanding Video Data Through Fill-In-The-Blank Question-Answering CVPR 2017
Multi-Level Attention Networks for Visual Question Answering CVPR 2017
Multimodal Machine Learning: Integrating Language, Vision and Speech ACL 2017
A simple neural network module for relational reasoning NIPS 2017
What's in a Question: Using Visual Questions as a Form of Supervision CVPR 2017
Counting Everyday Objects in Everyday Scenes CVPR 2017
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions CVPR 2017
End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering CVPR 2017
Dual Attention Networks for Multimodal Reasoning and Matching CVPR 2017
Graph-Structured Representations for Visual Question Answering CVPR 2017
Explicit Knowledge-based Reasoning for Visual Question Answering IJCAI 2017
A Corpus of Natural Language for Visual Reasoning ACL 2017