NM
Nairouz Mrabah
cs.LGcs.AIcs.CVstat.MLAutoencodersAuto-encodersClusteringcs.SIDeep clusteringDeep learning
On Valency
published · living versionsW_bz3ycuq8·v1 · currentpublished
On the Few-Shot Adaptation of Vision-Language Models: A Few Gradient Signs Are All You Need
with Ismail Ben Ayed, Mahdi S. Hosseini, Eric Granger
1 version
Preprints & journals
13 papers in the corpus · 2019–2026LoomSC: Scalable Deep Subspace Clustering with Projector Factorization and Exact Spectral Reduction2610.10266v1 · Nairouz Mrabah, Youssef Melki, Mohamed Bouguessa et al.2026 · 0 citationsarXiv
A Unified Perspective for Learning Graph Representations Across Multi-Level Abstractions2605.12685v1 · Mohamed Mahmoud Amar, Nairouz Mrabah, Mohamed Bouguessa et al.2026 · 1 citationarXiv
Modeling Heterophily in Multiplex Graphs: An Adaptive Approach for Node Classification2605.12699v1 · Kamel Abdous, Nairouz Mrabah, Mohamed Bouguessa2026 · 1 citationExpert Systems with Applications, Volume 323, 2026, Article 132374
Scalable Deep Subspace Clustering Network2512.21434v1 · Nairouz Mrabah, Mohamed Bouguessa, Sihem Sami2025 · 0 citationsProceedings of the IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA), 2025, pp. 1-10
Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification2508.06831v2 · Taha Mustapha Nehdi, Nairouz Mrabah, Atif Belal et al.2025 · 1 citationarXiv
Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation2504.12436v2 · Nairouz Mrabah, Nicolas Richet, Ismail Ben Ayed et al.2025 · 0 citationsarXiv
A Geometric Perspective for High-Dimensional Multiplex Graphs2501.17374v1 · Kamel Abdous, Nairouz Mrabah, Mohamed Bouguessa2025 · 1 citationProceedings of the ACM Conference on Information and Knowledge Management (CIKM) 2024
Rethinking deep clustering paradigms: Self-supervision is all you need.39383676 · Shaheen, Amal, Mrabah, Nairouz, Ksantini, Riadh et al.2024 · 5 citationsNeural networks : the official journal of the International Neural Network Society. 2025;181:106773
A Contrastive Variational Graph Auto-Encoder for Node Clustering2312.16830v1 · Nairouz Mrabah, Mohamed Bouguessa, Riadh Ksantini2023 · 30 citationsPattern Recognition 2023
Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding2312.16834v1 · Kamel Abdous, Nairouz Mrabah, Mohamed Bouguessa2023 · 16 citationsIEEE Transactions on Knowledge and Data Engineering 2023
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering2107.08562v3 · Nairouz Mrabah, Mohamed Bouguessa, Mohamed Fawzi Touati et al.2021 · 81 citationsarXiv
Deep clustering with a Dynamic Autoencoder: From reconstruction towards centroids construction.32688204 · Mrabah, Nairouz, Khan, Naimul Mefraz, Ksantini, Riadh et al.2020 · 87 citationsNeural networks : the official journal of the International Neural Network Society. 2020;130:206-228
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift1909.11832v1 · Nairouz Mrabah, Mohamed Bouguessa, Riadh Ksantini2019 · 67 citationsarXiv
Career total: 29 works. 13 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.