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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

GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering NAACL 2021
Journalistic Guidelines Aware News Image Captioning EMNLP 2021
Semantic Aligned Multi-modal Transformer for Vision-LanguageUnderstanding: A Preliminary Study on Visual QA NAACL 2021
Learning to Select Question-Relevant Relations for Visual Question Answering NAACL 2021
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering EMNLP 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue ACL 2021
Check It Again:Progressive Visual Question Answering via Visual Entailment ACL 2021
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering ICCV 2021
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images NAACL 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering IJCNLP 2021
Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts CVPR 2021
MIMOQA: Multimodal Input Multimodal Output Question Answering NAACL 2021
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA CVPR 2021
Predicting Human Scanpaths in Visual Question Answering CVPR 2021
Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021
How Transferable Are Reasoning Patterns in VQA? CVPR 2021
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning NIPS 2021
Unifying Vision-and-Language Tasks via Text Generation ICML 2021
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP 2021
Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing CVPR 2021
Roses Are Red, Violets Are Blue... but Should VQA Expect Them To? CVPR 2021