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modality balance

2 papers

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Co-occurring keywords · papers mentioning both

multimodal learning (2) dominant modality bia (1) gradient modulation (1) gradient reweighting (1) vision-language model (1) audio-visual learning (1) feature learning (1) representation learning (1)

Papers

See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias NAACL 2025 Balanced Multimodal Learning via On-the-Fly Gradient Modulation CVPR 2022