Arnout Devos

According to our database, Arnout Devos authored at least 10 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Few-shot Learning for Efficient and Effective Machine Learning Model Adaptation.

Arnout Devos

PhD thesis, 2024

MyThisYourThat for interpretable identification of systematic bias in federated learning for biomedical images.

Klavdiia Naumova, Arnout Devos, Sai Praneeth Karimireddy, Martin Jaggi, Mary-Anne Hartley

npj Digit. Medicine, 2024

2020

Self-Supervised Prototypical Transfer Learning for Few-Shot Classification.

Carlos Medina, Arnout Devos, Matthias Grossglauser

CoRR, 2020

Model-Agnostic Learning to Meta-Learn.

Arnout Devos, Yatin Dandi

Proceedings of the NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 2020

2019

Revisiting Few-Shot Learning for Facial Expression Recognition.

Anca-Nicoleta Ciubotaru, Arnout Devos, Behzad Bozorgtabar, Jean-Philippe Thiran, Maria Gabrani

CoRR, 2019

Subspace Networks for Few-shot Classification.

Arnout Devos, Matthias Grossglauser

CoRR, 2019

Reproducing Meta-learning with differentiable closed-form solvers.

Arnout Devos, Sylvain Chatel, Matthias Grossglauser

Proceedings of the Reproducibility in Machine Learning, 2019

2018

Area and Power Efficient Ultra-Wideband Transmitter Based on Active Inductor.

Kerim Türe, Arnout Devos, Franco Maloberti, Catherine Dehollain

IEEE Trans. Circuits Syst. II Express Briefs, 2018

Profit Maximizing Logistic Regression Modeling for Credit Scoring.

Arnout Devos, Jakob Dhondt, Eugen Stripling, Bart Baesens, Seppe vanden Broucke, Gaurav S. Sukhatme

Proceedings of the 2018 IEEE Data Science Workshop, 2018

2016

Multiphase digitally controlled oscillator for future 5G phased arrays in 90 nm CMOS.

Arnout Devos, Marco Vigilante, Patrick Reynaert

Proceedings of the IEEE Nordic Circuits and Systems Conference, 2016