dr. ir. Cedric De Boom

Conference Paper
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Neural Bayesian network understudy

Paloma Rabaey (UGent) , Cedric De Boom (UGent) and Thomas Demeester (UGent)

(2022) Workshop on Causal Machine Learning for Real-World Impact (CML4Impact 2022), NeurIPS2022, Proceedings.

The value of measuring uncertainty in neural networks in dermoscopy

Pieter Van Molle (UGent) , Lieve Brochez (UGent) , Tim Verbelen (UGent) , Cedric De Boom (UGent) , Bert Vankeirsbilck (UGent) , Evelien Verhaeghe (UGent) , Sofie Mylle, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2022) JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY. 87(5). p.1191-1193

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Model reduction through progressive latent space pruning in deep active inference

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

(2022) FRONTIERS IN NEUROROBOTICS. 16.

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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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Conference Paper
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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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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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