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 See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality BiasNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 |
 On-the-fly Modulation for Balanced Multimodal LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 Assessing Modality Bias in Video Question Answering Benchmarks with
Multimodal Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 |
 Enhancing multimodal cooperation via sample-level modality valuationComputer Vision and Pattern Recognition (CVPR), 2023 |
