Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching. - Fernando Moreno-Pino; Alvaro Arroyo; Harrison Waldon; Xiaowen Dong 001; Álvaro Cartea (NeurIPS, 2024)

Rough Transformers for Continuous and Efficient Time-Series Modelling. - Fernando Moreno-Pino; Alvaro Arroyo; Harrison Waldon; Xiaowen Dong 001; Álvaro Cartea (CoRR, 2024)

Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures. - Fernando Moreno-Pino; Alvaro Arroyo; Harrison Waldon; Xiaowen Dong 001; Álvaro Cartea (CoRR, 2024)