Gaëtan Frusque

Joined

May 2023

Names

Gaëtan Frusque (Preferred)

Emails

****@epfl.ch (Confirmed)

Personal Links

Career & Education History

Postdoc

EPFL - EPF Lausanne (epfl.ch)

2021 – 2023

Advisors, Relations & Conflicts

Postdoc Advisor

2021 – 2023

Expertise

deep learning

2021 – 2023

Anomaly detection

2021 – 2023

Signal processing

2017 – 2023

Publications

DG-Mix: Domain Generalization for Anomalous Sound Detection Based on Self-Supervised Learning
Ismail Nejjar, Jean Meunier-Pion, Gaëtan Frusque, Olga Fink
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- DCASE 2022
- Readers: Everyone
Learnable Wavelet Packet Transform for Data-Adapted Spectrograms
Gaëtan Frusque, Olga Fink
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Robust Time Series Denoising with Learnable Wavelet Packet Transform
Gaëtan Frusque, Olga Fink
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Learnable Wavelet Packet Transform for Data-Adapted Spectrograms
Gaëtan Frusque, Olga Fink
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICASSP 2022
- Readers: Everyone
Vacuum Circuit Breaker Closing Time Key Moments Detection via Vibration Monitoring: A Run-to-Failure Study
Chi-Ching Hsu, Gaëtan Frusque, Mahir Muratovic, Christian M. Franck, Olga Fink
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- SMC 2022
- Readers: Everyone
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection
Gaëtan Frusque, Gabriel Michau, Olga Fink
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
- 2020 (modified: 12 May 2023)
- IEEE Trans. Signal Inf. Process. over Networks 2020
- Readers: Everyone
Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
- 2020 (modified: 12 May 2023)
- ICASSP 2020
- Readers: Everyone
Inférence et décomposition modale de réseaux dynamiques en neurosciences. (Inference and Modal Decomposition of Dynamic Networks in Neuroscience)
Gaëtan Frusque
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- undefined 2020
- Readers: Everyone

Co-Authors