Disentangled gradient learning replaces the multimodal gradient to each encoder with a unimodal gradient computed via modality dropout, improving both unimodal and multimodal accuracy across several tasks.
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Boosting Multimodal Learning via Disentangled Gradient Learning
Disentangled gradient learning replaces the multimodal gradient to each encoder with a unimodal gradient computed via modality dropout, improving both unimodal and multimodal accuracy across several tasks.