itouchz/awesome-deep-time-series-representations

An Awesome List of the latest time series papers and code from top AI venues.

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

The paper list of "The Landscape of Agentic Time Series Systems: Architectures, Reliability, and Frontiers."

Resources about time series forecasting and deep learning.

This is an official repository for "Harnessing Vision Models for Time Series Analysis: A Survey".

Awesome time series forecasting papers and codes

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.