Finding Foundation Models for Time Series Classification with a PreText
Task

Finding Foundation Models for Time Series Classification with a PreText Task

24 November 2023

Ali Ismail-Fawaz

Stefano Berretti

Jonathan Weber

Germain Forestier

Papers citing "Finding Foundation Models for Time Series Classification with a PreText Task"

6 / 6 papers shown

Title
On the Feasibility of Vision-Language Models for Time-Series Classification Vinay Prithyani Mohsin Mohammed Richa Gadgil Ricardo Buitrago Vinija Jain Aman Chadha VLM 35 1 0 23 Dec 2024
Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of Metrics Ali Ismail-Fawaz Maxime Devanne Stefano Berretti Jonathan Weber Germain Forestier EGVM 20 1 0 13 May 2024
The impact of data set similarity and diversity on transfer learning success in time series forecasting Claudia Ehrig Benedikt Sonnleitner Ursula Neumann Catherine Cleophas Germain Forestier AI4TS 22 0 0 09 Apr 2024
Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression David Guijo Rubio Matthew Middlehurst Guilherme G. Arcencio Diego Furtado Silva A. Bagnall AI4TS 19 9 0 02 May 2023
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey Navid Mohammadi Foumani Lynn Miller Chang Wei Tan G. I. Webb Germain Forestier Mahsa Salehi BDL AI4TS 17 35 0 06 Feb 2023
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 85 1,058 0 11 Sep 2019