Frequency-Aware Masked Autoencoders for Effective Multimodal Pretraining on Biosignals

Leveraging frequency-aware representations and frequency-maintain pretraining enables effective multimodal pretraining on biosignals, leading to robust transfer performance across diverse tasks and modality mismatch scenarios.