2 code implementations • KDD 2020 • Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
Through a feasibility study using Orange's proprietary data we have been able to validate Orange's requirements on scalability, stability, robustness, training speed and high performance.
no code implementations • 4 Apr 2022 • Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
In this work, we study the anomaly detection performance of sixteen conventional, machine learning-based and, deep neural network approaches on five real-world open datasets.
no code implementations • 9 Sep 2022 • Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
Recently, convolutional auto-encoders (CAE) were introduced for image coding.