Following numerous requests, we've decided to extend the submission deadline for the

workshop on Recent Advances in Time Series Foundation Models! 📜New deadline: August 29 🌐 Openreview link: lnkd.in/ed2T3vaR

Excited to announce a call for papers for our workshop on time series foundation models

, with an amazing lineup of speakers. See the post below for more details on where to submit (deadline: 22nd of August).

Our team open-sourced MANTIS: a foundation model for time series classification. It is lightweight, more efficient than competitors, and supports feature extraction mode without fine-tuning. Arxiv: arxiv.org/abs/2502.15637 Code: huggingface.co/paris-noah/Man… A quick thread 👇

Really nice, may be of interest for Markov chain fans @PierreAlquier

A simple, yet overlooked idea: LLMs with a finite vocabulary and context window are (finite) Markov chains :) An 🤩 internship of @oussamazekri_in collaboration with now officially our 1st year Ph.D. student

@bleistein_linus & N. Boullé A 🧵⬇️