Jakub Binkowski

According to our database, Jakub Binkowski authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Enhancing Out-of-Distribution Detection Through Stochastic Embeddings in Self-supervised Learning.

Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz

Proceedings of the Computational Science - ICCS 2024, 2024

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings.

Albert Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

A deeper look at Graph Embedding RetroFitting.

Piotr Bielak, Jakub Binkowski, Albert Sawczyn, Katsiaryna Viarenich, Daria Puchalska, Tomasz Kajdanowicz

J. Comput. Sci., April, 2023

Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning.

Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz

CoRR, 2023

RAFEN - Regularized Alignment Framework for Embeddings of Nodes.

Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz

Proceedings of the Computational Science - ICCS 2023, 2023

Graph-Level Representations Using Ensemble-Based Readout Functions.

Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz

Proceedings of the Computational Science - ICCS 2023, 2023

2021

Fact-checking: relevance assessment of references in the Polish political domain.

Albert Sawczyn, Jakub Binkowski, Denis Janiak, Lukasz Augustyniak, Tomasz Kajdanowicz

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021