{"total":51,"rows":[{"id":"2105.07878","title":"A Review on Explainability in Multimodal Deep Neural Nets","created":"2021-05-17","cited_by_count":46,"area":null},{"id":"2204.02285","title":"SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering","created":"2022-04-05","cited_by_count":38,"area":null},{"id":"2212.03954","title":"Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning","created":"2022-12-07","cited_by_count":36,"area":null},{"id":"2107.12651","title":"Greedy Gradient Ensemble for Robust Visual Question Answering","created":"2021-07-27","cited_by_count":34,"area":null},{"id":"2210.04692","title":"Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA","created":"2022-10-10","cited_by_count":30,"area":null},{"id":"2110.02526","title":"Coarse-to-Fine Reasoning for Visual Question Answering","created":"2021-10-06","cited_by_count":25,"area":null},{"id":"2111.01026","title":"Introspective Distillation for Robust Question Answering","created":"2021-11-01","cited_by_count":25,"area":null},{"id":"2107.09106","title":"Separating Skills and Concepts for Novel Visual Question Answering","created":"2021-07-19","cited_by_count":24,"area":null},{"id":"2307.11471","title":"Robust Visual Question Answering: Datasets, Methods, and Future Challenges","created":"2023-07-21","cited_by_count":23,"area":null},{"id":"2110.01013","title":"Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering","created":"2021-10-03","cited_by_count":22,"area":null},{"id":"2109.13139","title":"Multimodal Integration of Human-Like Attention in Visual Question Answering","created":"2021-09-27","cited_by_count":20,"area":null},{"id":"2202.12690","title":"On Modality Bias Recognition and Reduction","created":"2022-02-25","cited_by_count":20,"area":null},{"id":"2105.01993","title":"AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss","created":"2021-05-05","cited_by_count":18,"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":"2404.12020","title":"Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering","created":"2024-04-18","cited_by_count":18,"area":null},{"id":"2105.14300","title":"LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering","created":"2021-05-29","cited_by_count":17,"area":null},{"id":"2209.08529","title":"Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances","created":"2022-09-18","cited_by_count":16,"area":null},{"id":"2408.02788","title":"GazeXplain: Learning to Predict Natural Language Explanations of Visual Scanpaths","created":"2024-08-05","cited_by_count":15,"area":null},{"id":"2109.06122","title":"Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering","created":"2021-09-13","cited_by_count":14,"area":null},{"id":"2203.06107","title":"REX: Reasoning-aware and Grounded Explanation","created":"2022-03-11","cited_by_count":12,"area":null},{"id":"2208.00690","title":"Generative Bias for Robust Visual Question Answering","created":"2022-08-01","cited_by_count":12,"area":null},{"id":"2407.16638","title":"Unveiling and Mitigating Bias in Audio Visual Segmentation","created":"2024-07-23","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":"2309.02155","title":"S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning","created":"2023-09-05","cited_by_count":10,"area":null},{"id":"2102.01916","title":"Answer Questions with Right Image Regions: A Visual Attention Regularization Approach","created":"2021-02-03","cited_by_count":9,"area":null},{"id":"2210.04563","title":"Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning","created":"2022-10-10","cited_by_count":9,"area":null},{"id":"2401.07803","title":"Uncovering the Full Potential of Visual Grounding Methods in VQA","created":"2024-01-15","cited_by_count":9,"area":null},{"id":"2305.15015","title":"Measuring Faithful and Plausible Visual Grounding in VQA","created":"2023-05-24","cited_by_count":8,"area":null},{"id":"2411.11150","title":"A Comprehensive Survey on Visual Question Answering Datasets and Algorithms","created":"2024-11-17","cited_by_count":8,"area":null},{"id":"2105.04780","title":"Cross-Modal Generative Augmentation for Visual Question Answering","created":"2021-05-11","cited_by_count":7,"area":null},{"id":"2112.10572","title":"General Greedy De-bias Learning","created":"2021-12-20","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":"2111.08531","title":"Language bias in Visual Question Answering: A Survey and Taxonomy","created":"2021-11-16","cited_by_count":6,"area":null},{"id":"2312.13594","title":"Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA","created":"2023-12-21","cited_by_count":5,"area":null},{"id":"2406.18253","title":"On the Role of Visual Grounding in VQA","created":"2024-06-26","cited_by_count":5,"area":null},{"id":"2303.10482","title":"Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning","created":"2023-03-18","cited_by_count":4,"area":null},{"id":"2311.16941","title":"Debiasing Multimodal Models via Causal Information Minimization","created":"2023-11-28","cited_by_count":4,"area":null},{"id":"2103.14973","title":"Explaining the Road Not Taken","created":"2021-03-27","cited_by_count":3,"area":null},{"id":"2211.08086","title":"Visually Grounded VQA by Lattice-based Retrieval","created":"2022-11-15","cited_by_count":3,"area":null},{"id":"2305.10143","title":"An Empirical Study on the Language Modal in Visual Question Answering","created":"2023-05-17","cited_by_count":3,"area":null},{"id":"2410.10184","title":"Eliminating the Language Bias for Visual Question Answering with fine-grained Causal Intervention","created":"2024-10-14","cited_by_count":3,"area":null},{"id":"2305.19664","title":"Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA","created":"2023-05-31","cited_by_count":1,"area":null},{"id":"2411.14072","title":"The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims","created":"2024-11-21","cited_by_count":1,"area":null},{"id":"2108.12585","title":"On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering","created":"2021-08-28","cited_by_count":0,"area":null},{"id":"2203.03727","title":"Barlow constrained optimization for Visual Question Answering","created":"2022-03-07","cited_by_count":0,"area":null},{"id":"2310.13447","title":"Superpixel Semantics Representation and Pre-training for Vision-Language Task","created":"2023-10-20","cited_by_count":0,"area":null},{"id":"2411.17292","title":"TPCL: Task Progressive Curriculum Learning for Robust Visual Question Answering","created":"2024-11-26","cited_by_count":0,"area":null},{"id":"2504.03337","title":"QIRL: Optimized Question-Image Relation Learning for Bias-Robust Visual Question Answering","created":"2025-04-04","cited_by_count":0,"area":null},{"id":"2509.20884","title":"Integrating Object Interaction Self-Attention and GAN-Based Debiasing for Visual Question Answering","created":"2025-09-25","cited_by_count":0,"area":null},{"id":"2511.12131","title":"OAD-Promoter: Enhancing Zero-shot VQA using Large Language Models with Object Attribute Description","created":"2025-11-15","cited_by_count":0,"area":null},{"id":"2609.16567","title":"Counterfactual Reasoning for Robust Visual Question Answering","created":"2026-09-15","cited_by_count":0,"area":null}],"next_cursor":null}