Concepedia

Arnout Devos

AD

5

Publications

166

Citations

5

H-Index

2018

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Stanford University

Arnout Devos is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, few-shot learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningFew-shot LearningMeta-learningMachine VisionComputer VisionComputer ScienceTransfer LearningPattern Recognition

Publications per year

2018–2020

5

Publications

5

A meta-learning approach for genomic survival analysis

Yeping Lina Qiu, Hong Zheng, Arnout Devos et al. · Nature Communications · 2020 · 87 citations · Full text

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

Kerim Türe, Arnout Devos, Franco Maloberti et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 2018 · 32 citations · Full text

Wireless Communications, Engineering, Ultra-wideband Communications +17

Self-Supervised Prototypical Transfer Learning for Few-Shot Classification

Carlos Medina, Arnout Devos, Matthias Grossglauser · arXiv (Cornell University) · 2020 · 27 citations · Full text

Few-shot Learning, Engineering, Machine Learning +16

Subspace Networks for Few-shot Classification.

Arnout Devos, Matthias Grossglauser · arXiv (Cornell University) · 2019 · 10 citations · Full text

Few-shot Learning, Machine Vision, Machine Learning +7

A meta-learning approach for genomic survival analysis

Yeping Lina Qiu, Hong Zheng, Arnout Devos et al. · 2020 · 10 citations · Full text

Few-shot Learning, Meta-learning (Computer Science), Engineering +17

Rows per page

1–5 of 5