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mit

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

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

Created 2022-03-17

103 commits to adatime_v2 branch, last one about a year ago

Deep-Unsupervised-Domain-Adaptation agrija9

unknown

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

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

Created 2020-02-16

110 commits to master branch, last one 3 years ago