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(4) Traffic5 is a collection of hourly road occupancy measurements from the California Department of Transportation, capturing sensor readings on San Francisco Bay Area freeways

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Spectral Transformer Neural Processes

cs.LG · 2026-05-10 · unverdicted · novelty 6.0

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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  • Spectral Transformer Neural Processes cs.LG · 2026-05-10 · unverdicted · none · ref 55

    STNPs extend TNPs with a spectral aggregator that estimates context spectra, forms spectral mixtures, and injects task-adaptive frequency features to better handle periodicity.