Visual Question Answering

Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA AAAI 2023 Location-Aware Visual Question Generation with Lightweight Models EMNLP 2023 Logical Implications for Visual Question Answering Consistency CVPR 2023 LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering NeurIPS 2023 Modular Visual Question Answering via Code Generation ACL 2023 MPMQA: Multimodal Question Answering on Product Manuals AAAI 2023 ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense EMNLP 2023 Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding CVPR 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task AAAI 2023 Target-Aware Spatio-Temporal Reasoning via Answering Questions in Dynamic Audio-Visual Scenarios EMNLP 2023 Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023 Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ACL 2023 ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022 CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022 Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022 Dual-Key Multimodal Backdoors for Visual Question Answering CVPR 2022 Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022 Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022 Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding AAAI 2022 Flexible Visual Grounding ACL 2022 Grounding Answers for Visual Questions Asked by Visually Impaired People CVPR 2022 How Much Can CLIP Benefit Vision-and-Language Tasks? ICLR 2022 Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing AAAI 2022 Maintaining Reasoning Consistency in Compositional Visual Question Answering CVPR 2022