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Visual Question Answering

106 directly classified papers

Papers per year

Papers

Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering NIPS 2021
MiniVQA - A resource to build your tailored VQA competition NAACL 2021
QACE: Asking Questions to Evaluate an Image Caption EMNLP 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021
Towards Visual Question Answering on Pathology Images ACL 2021
Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021
VQA With No Questions-Answers Training CVPR 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering CVPR 2020
Overcoming Language Priors in VQA via Decomposed Linguistic Representations AAAI 2020
Multi-Question Learning for Visual Question Answering AAAI 2020
KnowIT VQA: Answering Knowledge-Based Questions about Videos AAAI 2020
Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries AAAI 2020
Temporally Grounding Language Queries in Videos by Contextual Boundary-Aware Prediction AAAI 2020
Exploring Weaknesses of VQA Models through Attribution Driven Insights ACL 2020
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020
STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering EMNLP 2020
Divide and Conquer: Question-Guided Spatio-Temporal Contextual Attention for Video Question Answering AAAI 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA AAAI 2020
Reasoning with Heterogeneous Graph Alignment for Video Question Answering AAAI 2020
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue AAAI 2020
Re-Attention for Visual Question Answering AAAI 2020
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing CVPR 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020
Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA CVPR 2020