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Visual Question Answering

107 directly classified papers

Papers per year

Papers

Improving Selective Visual Question Answering by Learning From Your Peers CVPR 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023
Logical Implications for Visual Question Answering Consistency CVPR 2023
Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering EMNLP 2023
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022
Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022
Dual-Key Multimodal Backdoors for Visual Question Answering CVPR 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022
Mutual Information Divergence: A Unified Metric for Multimodal Generative Models NIPS 2022
Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps AAAI 2021
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP 2021
How Transferable Are Reasoning Patterns in VQA? CVPR 2021
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering EMNLP 2021
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021
TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021
Supervising the Transfer of Reasoning Patterns in VQA NIPS 2021
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering EMNLP 2020
TA-Student VQA: Multi-Agents Training by Self-Questioning CVPR 2020
In Defense of Grid Features for Visual Question Answering CVPR 2020
SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions CVPR 2020
Hierarchical Conditional Relation Networks for Video Question Answering CVPR 2020
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA AAAI 2020
Visual Dialogue State Tracking for Question Generation AAAI 2020
Does my multimodal model learn cross-modal interactions? It’s harder to tell than you might think! EMNLP 2020
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues EMNLP 2020