Search Results for author: Prof. Dr. Olga Fink

Found 1 papers, 0 papers with code

Controlled Generation of Unseen Faults for Partial and Open-Partial Domain Adaptation

no code implementations29 Apr 2022 Katharina Rombach, Dr. Gabriel Michau, Prof. Dr. Olga Fink

To enable a better transferability of the trained models between two different domains, particularly in setups where only the healthy data class is shared between the two domains, we propose a new framework for Partial and Open-Partial domain adaptation based on generating distinct fault signatures with a Wasserstein GAN.

Partial Domain Adaptation

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