Ismail Nejjar

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Semi Supervised Learning

Domain Adaptation

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction. Reliab. Eng. Syst. Saf. 242 (2024)
Ismail Nejjar, Faez Ahmed, Olga Fink
IM-Context: In-Context Learning for Imbalanced Regression Tasks. CoRR (2024)
Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression. CoRR (2024)
Ismail Nejjar, Qin Wang, Olga Fink
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices. CoRR (2023)
Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction. CoRR (2023)
Hao Dong, Ismail Nejjar, Han Sun, Eleni N. Chatzi, Olga Fink
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. NeurIPS (2023)
Hao Dong, Ismail Nejjar, Han Sun, Eleni Chatzi, Olga Fink
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. CoRR (2023)
Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink
Semi-Supervised Health Index Monitoring with Feature Generation and Fusion. CoRR (2023)
Ismail Nejjar, Qin Wang, Olga Fink
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices. CVPR (2023)
Ismail Nejjar, Jean Meunier-Pion, Gaëtan Frusque, Olga Fink
DG-Mix: Domain Generalization for Anomalous Sound Detection Based on Self-Supervised Learning. DCASE (2022)
Mohammadhossein Bahari, Ismail Nejjar, Alexandre Alahi
Injecting Knowledge in Data-driven Vehicle Trajectory Predictors. CoRR (2021)