Ghent University Academic Bibliography

Your filters: cql: keyword exact "Representation learning"

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- Journal Article
- A1
- open access
GREASE : graph imbalance reduction by adding sets of edges

Yoosof Mashayekhi (UGent) , Bo Kang (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2024) IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 36(4). p.1611-1623
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- C3
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Adapting multimodal foundation models for text-to-3D retrieval with domain-specific vocabulary

Jensen Wiedler, Jarne Van den Herrewegen (UGent) , Tom Tourwé, Thomas Demeester (UGent) and Francis wyffels (UGent)

(2024) CV4Metaverse 2024, 3rd Computer Vision for Metaverse Workshop, Abstracts.
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Incorporating topological priors into low-dimensional visualizations through topological regularization

Edith Heiter (UGent) , Robin Vandaele, Tijl De Bie (UGent) , Yvan Saeys (UGent) and Jefrey Lijffijt (UGent)

(2024) IEEE ACCESS. 12. p.129541-129573
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TopoLedgerBERT : topological learning of ledger description embeddings using siamese BERT-networks

Sander Noels (UGent) , Sébastien Viaene (UGent) and Tijl De Bie (UGent)

(2024) Proceedings of the Eighth Financial Technology and Natural Language Processing and the 1st Agent AI for Scenario Planning. p.63-72
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An empirical evaluation of network representation learning methods

Alexandru-Cristian Mara (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2024) BIG DATA. 12(6). p.518-537
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Geometric deep learning for molecular property predictions with chemical accuracy across chemical space

Maarten Dobbelaere (UGent) , Istvan Lengyel (UGent) , Christian Stevens (UGent) and Kevin Van Geem (UGent)

(2024) JOURNAL OF CHEMINFORMATICS. 16(1).
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Symmetry and complexity in object-centric deep active inference models

Stefano Ferraro (UGent) , Toon Van de Maele (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2023) INTERFACE FOCUS. 13(3).
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Gaussian embedding of temporal networks

Raphaël Romero (UGent) , Jefrey Lijffijt (UGent) , Riccardo Rastelli, Marco Corneli and Tijl De Bie (UGent)

(2023) IEEE ACCESS. 11. p.117971-117983
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- Miscellaneous
Topologically regularized data embeddings

Edith Heiter (UGent) , Robin Vandaele, Tijl De Bie (UGent) , Yvan Saeys (UGent) and Jefrey Lijffijt (UGent)

(2023)
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Global conformance checking measures using shallow representation and deep learning

Jari Peeperkorn, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2023) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 123(Part B).

Academic Bibliography

GREASE : graph imbalance reduction by adding sets of edges

Adapting multimodal foundation models for text-to-3D retrieval with domain-specific vocabulary

Incorporating topological priors into low-dimensional visualizations through topological regularization

TopoLedgerBERT : topological learning of ledger description embeddings using siamese BERT-networks

An empirical evaluation of network representation learning methods

Geometric deep learning for molecular property predictions with chemical accuracy across chemical space

Symmetry and complexity in object-centric deep active inference models

Gaussian embedding of temporal networks

Topologically regularized data embeddings

Global conformance checking measures using shallow representation and deep learning

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