visual question answering

Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022 Efficient Counterfactual Debiasing for Visual Question Answering WACV 2022 Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022 Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022 Flamingo: a Visual Language Model for Few-Shot Learning NeurIPS 2022 Flexible Visual Grounding ACL 2022 Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems EMNLP 2022 GLIPv2: Unifying Localization and Vision-Language Understanding NeurIPS 2022 Grounding Answers for Visual Questions Asked by Visually Impaired People CVPR 2022 Guiding Visual Question Generation NAACL 2022 How Much Can CLIP Benefit Vision-and-Language Tasks? ICLR 2022 Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering ACL 2022 IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ICML 2022 InfographicVQA WACV 2022 Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022 Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022 LaTr: Layout-Aware Transformer for Scene-Text VQA CVPR 2022 Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022 Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing AAAI 2022 Maintaining Reasoning Consistency in Compositional Visual Question Answering CVPR 2022 Measuring CLEVRness: Black-box Testing of Visual Reasoning Models ICLR 2022 MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering CVPR 2022 Multi-Modal Answer Validation for Knowledge-Based VQA AAAI 2022