A framework using adversarial alignment of frozen time-series foundation model embeddings transfers labels to a simulated target domain, but the target is synthetic and no real consumer device data is tested.
The strongly regular twisted $D_{5,5}(q)$ graph
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abstract
We construct a new family of strongly regular graphs with the same parameters as the strongly regular graphs $D_{5,5}(q)$. The construction can be seen as a variant of the construction of twisted Grassmann graphs by Van Dam and Koolen.
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Cross-device Zero-shot Label Transfer via Alignment of Time Series Foundation Model Embeddings
A framework using adversarial alignment of frozen time-series foundation model embeddings transfers labels to a simulated target domain, but the target is synthetic and no real consumer device data is tested.