Injecting knowledge in data-driven vehicle trajectory predictors M Bahari, I Nejjar, A Alahi Transportation research part C: emerging technologies 128, 103010, 2021 | 52 | 2021 |
Domain adaptation via alignment of operation profile for remaining useful lifetime prediction I Nejjar, F Geissmann, M Zhao, C Taal, O Fink Reliability Engineering & System Safety 242, 109718, 2024 | 20 | 2024 |
DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices I Nejjar, Q Wang, O Fink Conference on Computer Vision and Pattern Recognition (CVPR), 2023 | 12 | 2023 |
DG-MIX: DOMAIN GENERALIZATION FOR ANOMALOUS SOUND DETECTION BASED ON SELF-SUPERVISED LEARNING I Nejjar, J Meunier-Pion, G Frusque, O Fink Detection and Classification of Acoustic Scenes and Events (DCASE), 2022 | 5* | 2022 |
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization H Dong, I Nejjar, H Sun, E Chatzi, O Fink Neurips 2023, 2023 | 3 | 2023 |
Semi-Supervised Health Index Monitoring with Feature Generation and Fusion G Frusque, I Nejjar, M Nabavi, O Fink arXiv preprint arXiv:2312.02867, 2023 | 1 | 2023 |
IM-Context: In-Context Learning for Imbalanced Regression Tasks I Nejjar, F Ahmed, O Fink arXiv preprint arXiv:2405.18202, 2024 | | 2024 |
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression I Nejjar, G Frusque, F Forest, O Fink arXiv preprint arXiv:2401.13721, 2024 | | 2024 |