‘Tehran’ Review: Israel vs. Iran, Retold as a Spy Thriller

The third season of the Israeli series, rescheduled amid the recent surge of conflicts in the Middle East, finally premieres ...

George R.R. Martin’s Twisted Sci-Fi Fantasy Bomb Finds Second Life on Streaming

One year after flopping at the box office, George R.R. Martin's twisted sci-fi/fantasy film redeems itself on streaming.

‘Industry’ Creators On Pitting Harper & Yasmin Against Each Other In Season 4’s “Professional Battle” As Premiere Sets Stakes Around Shady Payment Processor

Industry creators Mickey Down and Konrad Kay spoke with Deadline about the Season 4 premiere and what's to come over these ...
IEEE

Long-Term Time Series Forecasting With Multilinear Trend Fuzzy Information Granules for LSTM in a Periodic Framework

Abstract: Considerable research achievements have been made in utilizing information granulation as an effective technique for addressing long-term time-series forecasting. However, existing studies ...
GitHub

Is Mamba Effective for Time Series Forecasting?

We propose S-Mamba, a Mamba-based model for time series forecasting, which delegates the extraction of inter-variate correlations and temporal dependencies to a bidirectional Mamba block and a ...
IEEE

Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer

Since labeled samples are typically scarce in real-world scenarios, self-supervised representation learning in time series is critical. Existing approaches mainly employ the contrastive learning ...