Sofiane Bouaziz

According to our database, Sofiane Bouaziz authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Uncertainty-Aware Test-Time Adaptation for Cross-Region Spatio-Temporal Fusion of Land Surface Temperature.

Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai

CoRR, April, 2026

SPyCer: Semi-Supervised Physics-Guided Contextual Attention for Near-Surface Air Temperature Estimation from Satellite Imagery.

Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai

CoRR, March, 2026

2025

WGAST: Weakly-Supervised Generative Network for Daily 10 m Land Surface Temperature Estimation via Spatio-Temporal Fusion.

Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai

CoRR, August, 2025

FuseTen: A Generative Model for Daily 10 m Land Surface Temperature Estimation from Spatio-Temporal Satellite Observations.

Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai

CoRR, July, 2025

2024

Deep Learning for Spatio-Temporal Fusion in Land Surface Temperature Estimation: A Comprehensive Survey, Experimental Analysis, and Future Trends.

Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai

CoRR, 2024

2023

FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning.

Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi

Proceedings of the 41st IEEE International Conference on Computer Design, 2023