Graph-Aware Contrasting for Multivariate Time-Series Classification

Graph-Aware Contrasting for Multivariate Time-Series Classification

11 September 2023

Yuecong Xu

Lihua Xie

Papers citing "Graph-Aware Contrasting for Multivariate Time-Series Classification"

4 / 4 papers shown

Title
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification Junru Chen Tianyu Cao Ninon De Mecquenem Jiahe Li Zhilong Chen F. Friederici Yang Yang 38 1 0 31 Jul 2024
Multi-Task Self-Supervised Time-Series Representation Learning Heejeong Choi Pilsung Kang AI4TS SSL 49 11 0 02 Mar 2023
Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer Wen-Rang Zhang Ling Yang Shijia Geng Shenda Hong ViT AI4TS 37 40 0 20 May 2022
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020