deep-coral

Here are 4 public repositories matching this topic...

emadeldeen24 / AdaTime

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

deep-learning time-series pytorch eeg transfer-learning human-activity-recognition domain-adaptation fault-detection unsupervised-domain-adaptation dann homm fault-diagnosis deep-coral sleep-stage-classification cdan dsan

Updated Jun 7, 2023
Python

agrija9 / Deep-Unsupervised-Domain-Adaptation

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Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.

convolutional-neural-networks unsupervised-learning domain-adaptation coral-loss deep-coral deep-domain-confusion conditional-adversarial-da

Updated Sep 29, 2021
Python

kavianpour / Gearbox-Fault-Diagnosis-DCAN

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Hybrid unsupervised domain adaptation (Deep Coral Adversarial Network, DCAN) for gearbox fault diagnosis under different operating conditions. Combines deep CORAL + adversarial alignment on a 1-D CNN. IEEE ICCIA 2022.