3 citations · 3 across the 3 of their papers we have counts for
3 papers
Jelly: a Fast and Convenient RDF Serialization Format
Piotr Sowinski, Karolina Bogacka, Anastasiya Danilenka +1
Existing RDF serialization formats such as Turtle, N-Quads, and JSON-LD are widely used for communication and storage in knowledge graph and Semantic Web applications. However, the…
ReReLRP -- Remembering and Recognizing Tasks with LRP
Karolina Bogacka, Maximilian Höfler, Maria Ganzha +2
Deep neural networks have revolutionized numerous research fields and applications. Despite their widespread success, a fundamental limitation known as catastrophic forgetting rema…
Introducing Federated Learning into Internet of Things ecosystems -- preliminary considerations
Karolina Bogacka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki +4
Federated learning (FL) was proposed to facilitate the training of models in a distributed environment. It supports the protection of (local) data privacy and uses local resources…