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SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for
Structured Representations of High-Rate Time Series

v1v2 (latest)

SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series

International Conference on Machine Learning (ICML), 2022

31 May 2022

Iris A. M. Huijben

Arthur A. Nijdam

Ruud J. G. van Sloun

ArXiv (abs)PDF HTML

Papers citing "SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series"

2 / 2 papers shown

Generative learning for nonlinear dynamics

Generative learning for nonlinear dynamics

297

44

0

07 Nov 2023

Cortex Inspired Learning to Recover Damaged Signal Modality with ReD-SOM
Model

Cortex Inspired Learning to Recover Damaged Signal Modality with ReD-SOM ModelIEEE International Joint Conference on Neural Network (IJCNN), 2023

Artem R. Muliukov

Laurent Rodriguez

Benoit Miramond

146

1

0

27 Jul 2023

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