Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. ir. Cedric De Boom

Faculty of Engineering and Architecture > Department of Information technology

Work address: Sint-Pietersnieuwstraat 41
9000 Gent
Email: Cedric.DeBoom@UGent.be
ORCID iD: 0000-0003-0763-8114

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Dynamic narrowing of VAE bottlenecks using GECO and L-0 regularization

Cedric De Boom (UGent) , Samuel Wauthier (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2021) 2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN). In IEEE International Joint Conference on Neural Networks (IJCNN)
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- A1
- open access
Data-efficient sensor upgrade path using knowledge distillation

Pieter Van Molle (UGent) , Cedric De Boom (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck (UGent) , Jonas De Vylder (UGent) , Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2021) SENSORS. 21(19).
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Dynamic narrowing of VAE bottlenecks using GECO and L0 regularization

Cedric De Boom (UGent) , Samuel Wauthier (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2021) 2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN). In IEEE International Joint Conference on Neural Networks (IJCNN)
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- C1
- open access
A learning gap between neuroscience and reinforcement learning

Samuel Wauthier (UGent) , Pietro Mazzaglia (UGent) , Ozan Catal (UGent) , Cedric De Boom (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2021) BRAIN2AI, How Can Findings About The Brain Improve AI Systems, ICLR 2021 Workshop, Proceedings.
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Active vision for robot manipulators using the free energy principle

Toon Van de Maele (UGent) , Tim Verbelen (UGent) , Ozan Catal (UGent) , Cedric De Boom (UGent) and Bart Dhoedt (UGent)

(2021) FRONTIERS IN NEUROROBOTICS. 15.
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Sigmoidal NMFD : convolutional NMF with saturating activations for drum mixture decomposition

Len Vande Veire (UGent) , Cedric De Boom (UGent) and Tijl De Bie (UGent)

(2021) ELECTRONICS. 10(3).
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Anomaly detection for autonomous guided vehicles using Bayesian surprise

Ozan Catal (UGent) , Sam Leroux (UGent) , Cedric De Boom (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2020) 2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS). In IEEE International Conference on Intelligent Robots and Systems p.8148-8153
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Learning generative state space models for active inference

Ozan Catal (UGent) , Samuel Wauthier (UGent) , Cedric De Boom (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2020) FRONTIERS IN COMPUTATIONAL NEUROSCIENCE. 14.
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Rhythm, chord and melody generation for lead sheets using recurrent neural networks

Cedric De Boom (UGent) , Stephanie Van Laere, Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2020) Machine Learning and Knowledge Discovery in Databases International Workshops of ECML PKDD 2019, Part II. In Communications in Computer and Information Science 1168. p.454-461
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You only look as much as you have to : using the free energy principle for active vision

Toon Van de Maele (UGent) , Tim Verbelen (UGent) , Ozan Catal (UGent) , Cedric De Boom (UGent) and Bart Dhoedt (UGent)

(2020) Active inference, First International Workshop, IWAI 2020, Co-located with ECML/PKDD 2020. In Communications in Computer and Information Science 1326. p.92-100

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