{"total":35,"rows":[{"id":"2109.05014","title":"An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA","created":"2021-09-10","cited_by_count":301,"area":null},{"id":"2211.09699","title":"PromptCap: Prompt-Guided Task-Aware Image Captioning","created":"2022-11-15","cited_by_count":104,"area":null},{"id":"2103.12248","title":"Multi-Modal Answer Validation for Knowledge-Based VQA","created":"2021-03-23","cited_by_count":79,"area":null},{"id":"2206.01201","title":"REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering","created":"2022-06-02","cited_by_count":59,"area":null},{"id":"2109.04014","title":"Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering","created":"2021-09-09","cited_by_count":50,"area":null},{"id":"2107.05348","title":"Zero-shot Visual Question Answering using Knowledge Graph","created":"2021-07-12","cited_by_count":37,"area":null},{"id":"2203.09138","title":"MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering","created":"2022-03-17","cited_by_count":36,"area":null},{"id":"2109.08029","title":"Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering","created":"2021-09-15","cited_by_count":25,"area":null},{"id":"2303.01903","title":"Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering","created":"2023-03-03","cited_by_count":21,"area":null},{"id":"2408.01287","title":"Deep Learning based Visually Rich Document Content Understanding: A Survey","created":"2024-08-02","cited_by_count":21,"area":null},{"id":"2207.11850","title":"Visual Perturbation-aware Collaborative Learning for Overcoming the Language Prior Problem","created":"2022-07-24","cited_by_count":18,"area":null},{"id":"2207.12888","title":"LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection","created":"2022-07-26","cited_by_count":18,"area":null},{"id":"2112.08587","title":"SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning","created":"2021-12-16","cited_by_count":16,"area":null},{"id":"2205.12617","title":"DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation","created":"2022-05-25","cited_by_count":13,"area":null},{"id":"2211.12328","title":"A survey on knowledge-enhanced multimodal learning","created":"2022-11-19","cited_by_count":11,"area":null},{"id":"2107.11576","title":"X-GGM: Graph Generative Modeling for Out-of-Distribution Generalization in Visual Question Answering","created":"2021-07-24","cited_by_count":10,"area":null},{"id":"2303.03761","title":"Graph Neural Networks in Vision-Language Image Understanding: A Survey","created":"2023-03-07","cited_by_count":10,"area":null},{"id":"2305.06407","title":"Combo of Thinking and Observing for Outside-Knowledge VQA","created":"2023-05-10","cited_by_count":9,"area":null},{"id":"2412.16936","title":"Rationale-guided Prompting for Knowledge-based Visual Question Answering","created":"2024-12-22","cited_by_count":9,"area":null},{"id":"2203.02985","title":"Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering","created":"2022-03-06","cited_by_count":7,"area":null},{"id":"2210.10176","title":"Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering","created":"2022-10-18","cited_by_count":7,"area":null},{"id":"2310.09147","title":"Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA","created":"2023-10-13","cited_by_count":6,"area":null},{"id":"2407.12277","title":"Multimodal Reranking for Knowledge-Intensive Visual Question Answering","created":"2024-07-17","cited_by_count":6,"area":null},{"id":"2207.10404","title":"Semantic-aware Modular Capsule Routing for Visual Question Answering","created":"2022-07-21","cited_by_count":5,"area":null},{"id":"2111.14547","title":"LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering","created":"2021-11-29","cited_by_count":4,"area":null},{"id":"2204.04680","title":"Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog","created":"2022-04-10","cited_by_count":4,"area":null},{"id":"2303.10699","title":"FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering","created":"2023-03-19","cited_by_count":4,"area":null},{"id":"2305.17019","title":"Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering","created":"2023-05-26","cited_by_count":4,"area":null},{"id":"2206.12533","title":"From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering","created":"2022-06-25","cited_by_count":3,"area":null},{"id":"2406.12746","title":"Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA","created":"2024-06-18","cited_by_count":3,"area":null},{"id":"2309.01955","title":"A Survey on Interpretable Cross-modal Reasoning","created":"2023-09-05","cited_by_count":2,"area":null},{"id":"2312.12723","title":"Multi-Clue Reasoning with Memory Augmentation for Knowledge-based Visual Question Answering","created":"2023-12-20","cited_by_count":2,"area":null},{"id":"2307.09915","title":"Embedded Heterogeneous Attention Transformer for Cross-lingual Image Captioning","created":"2023-07-19","cited_by_count":1,"area":null},{"id":"2408.07989","title":"IIU: Independent Inference Units for Knowledge-based Visual Question Answering","created":"2024-08-15","cited_by_count":1,"area":null},{"id":"2108.09717","title":"EKTVQA: Generalized use of External Knowledge to empower Scene Text in Text-VQA","created":"2021-08-22","cited_by_count":0,"area":null}],"next_cursor":null}