7 citations · 15 across the 6 of their papers we have counts for
6 papers
Semantic Radiance Fields as Simulators for Spatial Reasoning in Real-World Scenes
Nico Heider, Michał Jan Włodarczyk, Katarzyna Wasielewska-Michniewska +5
Training and evaluating spatial reasoning in embodied agents requires diverse environments that are both geometrically faithful and semantically queryable. Synthetic simulators off…
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…
Efficient RDF Streaming for the Edge-Cloud Continuum
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha +3
With the ongoing, gradual shift of large-scale distributed systems towards the edge-cloud continuum, the need arises for software solutions that are universal, scalable, practical,…
Ontology Reuse: the Real Test of Ontological Design
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha +2
Reusing ontologies in practice is still very challenging, especially when multiple ontologies are (jointly) involved. Moreover, despite recent advances, the realization of systemat…
Topical Classification of Food Safety Publications with a Knowledge Base
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha +1
The vast body of scientific publications presents an increasing challenge of finding those that are relevant to a given research question, and making informed decisions on their ba…