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Under Review of ICLR'25 Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts Under Review of ICLR'25 FlexTSF: A universal forecasting model for time series with variable ...

View All Images Know what's the floor time trend. Image courtesy: Adobe Stock If you practice yoga, you must be ending your sessions with Shavasana or the Corpse Pose. All you have to do is lie on the ...

Abstract: Large Language Models (LLMs) have demonstrated remarkable performance across various domains, showcasing significant potential for long-term time series forecasting (LTSF ... applying our ...

However, developing diagnostics and prognostics-based condition monitoring systems become challenging as magnetic signals-based wind time series exhibit non-linear and non-stationary characteristics ...

A time series is a sequence of measurements performed at successive points in time. Time series can be used to derive models to predict future values based on previously observed values.

Floor time is a TikTok trend that’s been around for years. It involves people lying on the floor to relax. We asked teens in Toronto, Ontario, if they would try this trend or not. A psychologist ...

Time series analysis faces significant hurdles in data availability, quality, and diversity, critical factors in developing effective foundation models. Real-world datasets often fall short due to ...