Florent Forest

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Stability Criterion

Multivariate Time Series

Generative Topographic Mapping

Domain Adaptation

Top Venues

Publications

Yan Hao, Florent Forest, Olga Fink
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights. CoRR (2024)
Florent Forest, Katharina Rombach, Olga Fink
Interpretable Prognostics with Concept Bottleneck Models. CoRR (2024)
Yunhong Che, Yusheng Zheng, Florent Forest, Xin Sui, Xiaosong Hu, Remus Teodorescu
Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detection. Reliab. Eng. Syst. Saf. 241 (2024)
Punnawat Siripathitti, Florent Forest, Olga Fink
Cut-and-Paste with Precision: a Content and Perspective-aware Data Augmentation for Road Damage Detection. CoRR (2024)
Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression. CoRR (2024)
Mariam Hassan, Florent Forest, Olga Fink, Malcolm Mielle
ThermoNeRF: Multimodal Neural Radiance Fields for Thermal Novel View Synthesis. CoRR (2024)
Florent Forest, Olga Fink
Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis. CoRR (2023)
Florent Forest, Hugo Porta, Devis Tuia, Olga Fink
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring. CoRR (2023)
Alex Mourer, Florent Forest, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille
Selecting the Number of Clusters K with a Stability Trade-off: An Internal Validation Criterion. PAKDD (1) (2023)
Abdellah Madane, Mohamed-djallel Dilmi, Florent Forest, Hanane Azzag, Mustapha Lebbah, Jérôme Lacaille
Transformer-based conditional generative adversarial network for multivariate time series generation. CoRR (2022)
Florent Forest, Mustapha Lebbah, Hanene Azzag, Jérôme Lacaille
Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering. Neural Comput. Appl. 33 (24) (2021)
Alex Mourer, Florent Forest, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille
Selecting the Number of Clusters K with a Stability Trade-off: an Internal Validation Criterion. CoRR (2020)
Florent Forest, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille
A Survey and Implementation of Performance Metrics for Self-Organized Maps. CoRR (2020)
Florent Forest, Alex Mourer, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille
An Invariance-guided Stability Criterion for Time Series Clustering Validation. ICPR (2020)
Florent Forest, Mustapha Lebbah, Hanene Azzag, Jérôme Lacaille
Deep Embedded SOM: joint representation learning and self-organization. ESANN (2019)
Florent Forest, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille
Deep Architectures for Joint Clustering and Visualization with Self-organizing Maps. PAKDD (Workshops) (2019)
Florent Forest, Jérôme Lacaille, Mustapha Lebbah, Hanene Azzag
A Generic and Scalable Pipeline for Large-Scale Analytics of Continuous Aircraft Engine Data. IEEE BigData (2018)