Jakub Binkowski

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Graph Embedding

Supervised Learning

Top Venues

Publications

Albert Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings. LREC/COLING (2024)
Albert Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings. CoRR (2024)
Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
Enhancing Out-of-Distribution Detection Through Stochastic Embeddings in Self-supervised Learning. ICCS (7) (2024)
Piotr Bielak, Jakub Binkowski, Albert Sawczyn, Katsiaryna Viarenich, Daria Puchalska, Tomasz Kajdanowicz
A deeper look at Graph Embedding RetroFitting. J. Comput. Sci. 68 (2023)
Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz
Graph-level representations using ensemble-based readout functions. CoRR (2023)
Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz
Graph-Level Representations Using Ensemble-Based Readout Functions. ICCS (1) (2023)
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
RAFEN - Regularized Alignment Framework for Embeddings of Nodes. ICCS (1) (2023)
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
RAFEN - Regularized Alignment Framework for Embeddings of Nodes. CoRR (2023)
Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning. CoRR (2023)
Albert Sawczyn, Jakub Binkowski, Denis Janiak, Lukasz Augustyniak, Tomasz Kajdanowicz
Fact-checking: relevance assessment of references in the Polish political domain. KES (2021)