lzz19980125/awesome-time-series-segmentation-papers

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.)

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.

Resources about time series forecasting and deep learning.

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation

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

A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detection.

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications