Abstract: Accurate time series forecasting is critical in a variety of fields, including transportation, weather prediction, energy management, infrastructure monitoring, and finance. Forecasting ...

Abstract: To address limited transmission rates resulting from the laser’s low repetition frequency in cross-medium communication, this study proposed a specialized position coding cross-medium ...

Penguin-VL is a compact vision-language model family built to study how far multimodal efficiency can be pushed by redesigning the vision encoder, rather than only scaling data or model size.

System warms up with very high stage costs at 12:55:39, then quickly drops to a lower steady-state range. Draft acceptance rate increases from 0.650 to ~0.717 and plateaus near the tail. System ...