Decoupling perception from description: computation-grounded representation alignment between multivariate time series and language
Read the original at arxiv.org→arXiv:2608.05238v1 Announce Type: new Abstract: Training multimodal models to align time series with language runs into a self-supervision trap. The usual recipe asks an LLM to read a series and write a description,...
Original headline: "Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language"
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- Aug 7, 04:00 UTC arXiv cs.LG lead source Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language