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Soft Contrastive Learning for Time Series

Soft Contrastive Learning for Time Series

27 December 2023
Seunghan Lee
Taeyoung Park
Kibok Lee
    AI4TS
ArXivPDFHTML

Papers citing "Soft Contrastive Learning for Time Series"

5 / 5 papers shown
Title
Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
Minseok Song
JeongHo Ha
Bonggyeong Park
Daehyung Park
46
0
0
01 May 2025
Structure-preserving contrastive learning for spatial time series
Structure-preserving contrastive learning for spatial time series
Yiru Jiao
S. Cranenburgh
Simeon C. Calvert
H. Lint
AI4TS
81
0
0
10 Feb 2025
CoST: Contrastive Learning of Disentangled Seasonal-Trend
  Representations for Time Series Forecasting
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting
Gerald Woo
Chenghao Liu
Doyen Sahoo
Akshat Kumar
Steven C. H. Hoi
AI4TS
108
391
0
03 Feb 2022
With a Little Help from My Friends: Nearest-Neighbor Contrastive
  Learning of Visual Representations
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
Debidatta Dwibedi
Y. Aytar
Jonathan Tompson
P. Sermanet
Andrew Zisserman
SSL
183
382
0
29 Apr 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series
  Forecasting
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Haoyi Zhou
Shanghang Zhang
J. Peng
Shuai Zhang
Jianxin Li
Hui Xiong
Wan Zhang
AI4TS
161
3,799
0
14 Dec 2020
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