Denoising-Aware Contrastive Learning for Noisy Time Series

Denoising-Aware Contrastive Learning for Noisy Time Series

7 June 2024

Xiao Shen

Fu-Lai Chung

Papers citing "Denoising-Aware Contrastive Learning for Noisy Time Series"

4 / 4 papers shown

Title
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects Kexin Zhang Qingsong Wen Chaoli Zhang Rongyao Cai Ming Jin ... James Y. Zhang Y. Liang Guansong Pang Dongjin Song Shirui Pan AI4TS 109 97 0 16 Jun 2023
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks Jinsung Jeon Jeonghak Kim Haryong Song Seunghyeon Cho Noseong Park AI4TS 77 42 0 05 Oct 2022
Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer Wen-Rang Zhang Ling Yang Shijia Geng Shenda Hong ViT AI4TS 29 40 0 20 May 2022
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 37 51 0 18 Sep 2021