Ismail Nejjar

According to our database, Ismail Nejjar authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Recall and Refine: A Simple but Effective Source-free Open- set Domain Adaptation Framework.

Ismail Nejjar, Hao Dong, Olga Fink

Trans. Mach. Learn. Res., 2025

DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation.

Han Sun, Rui Gong, Ismail Nejjar, Olga Fink

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction.

Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink

Reliab. Eng. Syst. Saf., February, 2024

IM-Context: In-Context Learning for Imbalanced Regression Tasks.

Ismail Nejjar, Faez Ahmed, Olga Fink

Trans. Mach. Learn. Res., 2024

Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Air Quality Sensor Fusion.

Keivan Faghih Niresi, Ismail Nejjar, Olga Fink

CoRR, 2024

Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression.

Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink

CoRR, 2024

2023

Semi-Supervised Health Index Monitoring with Feature Generation and Fusion.

Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink

CoRR, 2023

SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization.

Hao Dong, Ismail Nejjar, Han Sun, Eleni N. Chatzi, Olga Fink

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices.

Ismail Nejjar, Qin Wang, Olga Fink

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

DG-Mix: Domain Generalization for Anomalous Sound Detection Based on Self-Supervised Learning.

Ismail Nejjar, Jean Meunier-Pion, Gaëtan Frusque, Olga Fink

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Injecting Knowledge in Data-driven Vehicle Trajectory Predictors.

Mohammadhossein Bahari, Ismail Nejjar, Alexandre Alahi

CoRR, 2021