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In this work, we explain the working mechanism of MixUp in terms of adversarial training. We introduce a new class of adversarial training schemes, which we refer to as directional adversarial training, or DAT. In a nutshell, a DAT scheme perturbs a
Externí odkaz:
http://arxiv.org/abs/1906.06875
Publikováno v:
In Surface & Coatings Technology 25 August 2016 300:78-86
This thesis aims to contribute to the field of neural networks by improving upon the performance of a state-of-the-art regularization scheme called MixUp, and by contributing to the conceptual understanding of MixUp. MixUp is a data augmentation sche
Externí odkaz:
http://hdl.handle.net/10393/40438
Autor:
Archambault, Guillaume
The aerospace industry is incessantly investigating innovative techniques to increase aircraft fuel efficiency. As a consequence of innovative efforts, the cost of flying is continuously reduced and the aircraft’s mechanical performance improved. T
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1e597a3329097341fb0ad40a500eb10b