Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Valentin Delchevalerie is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 2 Finished
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Bessel-CNNs: Rotation-Invariant and Multichannel Image Recognition with Bessel Functions, Bi-Quaternions and Clifford Algebras
Delchevalerie, V. (PI), Frénay, B. (Supervisor) & Mayer, A. (CoI)
1/01/23 → 30/09/24
Project: Research
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Bessel-CNNs: Rotation-Invariant and Multichannel Image Recognition with Bessel Functions, Bi-Quaternions and Clifford Algebras
Delchevalerie, V. (PI), Frénay, B. (Supervisor) & Mayer, A. (CoI)
1/10/20 → 31/12/22
Project: Research
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Deep Learning for in vivo Bronchial Carinae Detection in Flexible Bronchoscopy
Ghyselinck, R., Delchevalerie, V., Poitier, P., Frénay, B. & Dumas, B., 2024, 27th European Conference on Artificial Intelligence. IOS Press, p. 1527 - 1534Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile18 Downloads (Pure) -
From Three to Two Dimensions: 2D Quaternion Convolutions for 3D Images
Delchevalerie, V., Frénay, B. & Mayer, A., 2024, ESANN 2024 Proceedings - The 32th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. (ESANN 2024 Proceedings).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
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Industrial and medical anomaly detection through cycle-consistent adversarial networks
Bougaham, A., Delchevalerie, V., Adoui, M. E. & Frénay, B., Oct 2024, In: Neurocomputing. 614, 128762.Research output: Contribution to journal › Article › peer-review
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When magnetron sputtering deposition meets machine learning: Application to process anomaly detection
Delchevalerie, V., De Moor, N., Rassinfosse, L., Haye, E., Frénay, B. & Lucas, S., 15 Feb 2024, In: Surface and Coatings Technology. 477, 130301.Research output: Contribution to journal › Article › peer-review
Open Access -
DT-SNE: t-SNE discrete visualizations as decision tree structures
Bibal, A., Delchevalerie, V. & Frénay, B., 7 Apr 2023, In: Neurocomputing. 529, p. 101-112 12 p.Research output: Contribution to journal › Article › peer-review
1 Downloads (Pure)
Activities
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KIKK Festival 2022
ANDRE, M. (Participant), Fink, J. (Participant), Poitier, P. (Participant), Corbugy, S. (Participant), DARDENNE, C. (Participant) & Delchevalerie, V. (Participant)
27 Oct 2022 → 30 Oct 2022Activity: Participating in or organising an event types › Festival/Exhibition
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6th International Gran Canaria School on Deep Learning
Delchevalerie, V. (Participant)
25 Jul 2022 → 29 Jul 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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naXys Research Day 2022
Delchevalerie, V. (Contributor)
13 May 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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35th Conference on Neural Information Processing Systems
Delchevalerie, V. (Poster)
6 Dec 2021 → 14 Dec 2021Activity: Participating in or organising an event types › Participation in conference
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BENet21
Delchevalerie, V. (Poster)
18 Nov 2021Activity: Participating in or organising an event types › Participation to a Symposium, a study Day
Thesis
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Exploiting Physics to Constrain Convolutional Neural Networks: From using Bessel functions for equivariance to quaternions for 3D image processing
Delchevalerie, V. (Author), Frénay, B. (Supervisor), Mayer, A. (Co-Supervisor), Vanhoof, W. (President), Perrouin, G. (Jury), Lee, J. A. (Jury) & Temple, P. (Jury), 13 Sept 2024Student thesis: Doc types › Doctor of Sciences
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