STNPs extend TNPs with a spectral aggregator that estimates context spectra, forms spectral mixtures, and injects task-adaptive frequency features to better handle periodicity.
Bruinsma, Andrew Y
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A revised DMBN with positional time encoding improves temporal representation and generalization in neural processes for multimodal robotic action prediction.
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Spectral Transformer Neural Processes
STNPs extend TNPs with a spectral aggregator that estimates context spectra, forms spectral mixtures, and injects task-adaptive frequency features to better handle periodicity.
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Exploring Temporal Representation in Neural Processes for Multimodal Action Prediction
A revised DMBN with positional time encoding improves temporal representation and generalization in neural processes for multimodal robotic action prediction.