FaCTR: Factorized Channel-Temporal Representation Transformers for Efficient Time Series Forecasting

Yash Vijay, Harini Subramanyan

While Transformers excel in language and vision-where inputs are semantically rich and exhibit univariate dependency structures-their architectural complexity leads to diminishing…