1 code implementation • 22 Nov 2022 • Mohamed Amine ben Salem, Karim Said Barsim, Bin Yang
In the causal direction, such variations are expected to have no impact on the effect generation mechanism.
5 code implementations • 6 Mar 2018 • Changsong Yu, Karim Said Barsim, Qiuqiang Kong, Bin Yang
The objective of audio classification is to predict the presence or absence of audio events in an audio clip.
no code implementations • 20 Feb 2018 • Karim Said Barsim, Lukas Mauch, Bin Yang
The problem of identifying end-use electrical appliances from their individual consumption profiles, known as the appliance identification problem, is a primary stage in both Non-Intrusive Load Monitoring (NILM) and automated plug-wise metering.
no code implementations • 5 Feb 2018 • Karim Said Barsim, Bin Yang
Recently, and with the growing development of big energy datasets, data-driven learning techniques began to represent a potential solution to the energy disaggregation problem outperforming engineered and hand-crafted models.
no code implementations • 2 Feb 2018 • Karim Said Barsim, Lirong Yang, Bin Yang
In this paper, we propose a multi-generator extension to the adversarial training framework, in which the objective of each generator is to represent a unique component of a target mixture distribution.