Dominik Lewy

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Labeled Training Data

Bayesian Methods

Cross Validation

Top Venues

Artif. Intell. Rev.

J. Artif. Intell. Soft Comput. Res.

Publications

Dominik Lewy, Jacek Mandziuk
An overview of mixing augmentation methods and augmentation strategies. Artif. Intell. Rev. 56 (3) (2023)
Dominik Lewy, Jacek Mandziuk
AttentionMix: Data augmentation method that relies on BERT attention mechanism. CoRR (2023)
Dominik Lewy, Jacek Mandziuk
Training CNN Classifiers Solely on Webly Data. J. Artif. Intell. Soft Comput. Res. 13 (1) (2023)
Dominik Lewy, Jacek Mandziuk, Maria Ganzha, Marcin Paprzycki
StatMix: Data Augmentation Method that Relies on Image Statistics in Federated Learning. ICONIP (4) (2022)
Dominik Lewy, Jacek Mandziuk, Maria Ganzha, Marcin Paprzycki
StatMix: Data augmentation method that relies on image statistics in federated learning. CoRR (2022)
Dominik Lewy, Jacek Mandziuk
An overview of mixing augmentation methods and augmentation strategies. CoRR (2021)