Search Results for author: Maria Ferlin

Found 4 papers, 2 papers with code

Targeted Data Augmentation for bias mitigation

no code implementations22 Aug 2023 Agnieszka Mikołajczyk-Bareła, Maria Ferlin, Michał Grochowski

The development of fair and ethical AI systems requires careful consideration of bias mitigation, an area often overlooked or ignored.

counterfactual Data Augmentation

On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study

1 code implementation19 Jan 2023 Maria Ferlin, Sylwia Majchrowska, Marta Plantykow, Alicja Kwaśniwska, Agnieszka Mikołajczyk-Bareła, Milena Olech, Jakub Nalepa

Labeling is the cornerstone of supervised machine learning, which has been exploited in a plethora of various applications, with sign language recognition being one of them.

Sign Language Recognition

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