Le Borgne, Emmanuel

3 publications

ICLR 2024 Disentangling Time Series Representations via Contrastive Independence-of-Support on L-Variational Inference Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel Le Borgne, François Roueff

NeurIPSW 2023 DISCOV: A Time Series Representations Disentanglement via Contrastive for Non-Intrusive Load Monitoring (NILM) Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel Le Borgne, François Roueff

ICMLW 2023 Temporal Attention Bottleneck Is Informative? Interpretability Through Disentangled Generative Representations for Energy Time Series Disaggregation Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel Le-Borgne, François Roueff