Visual Question Answering

Measuring CLEVRness: Black-box Testing of Visual Reasoning Models ICLR 2022 Measuring Compositional Consistency for Video Question Answering CVPR 2022 Multi-Modal Answer Validation for Knowledge-Based VQA AAAI 2022 Multi-VQG: Generating Engaging Questions for Multiple Images EMNLP 2022 MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022 Mutual Information Divergence: A Unified Metric for Multimodal Generative Models NeurIPS 2022 Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022 SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering CVPR 2022 Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022 Towards Video Text Visual Question Answering: Benchmark and Baseline NeurIPS 2022 WebQA: Multihop and Multimodal QA CVPR 2022 Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL 2021 Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021 Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021 COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP 2021 Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021 CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP 2021 Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021 Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021 FIXMYPOSE: Pose Correctional Captioning and Retrieval AAAI 2021 Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021 Goal-Oriented Gaze Estimation for Zero-Shot Learning CVPR 2021 How Transferable Are Reasoning Patterns in VQA? CVPR 2021 Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering NeurIPS 2021 MIMOQA: Multimodal Input Multimodal Output Question Answering NAACL 2021