|
2025-2026 |
Alexandros Ntagiantas |
Autonomous multi-objective design optimization using Bayesian approaches and active learning |
|
2025-2026 |
Emmanouella Makrymanolaki |
Physics-informed machine learning methods for nonlinear problems in structural mechanics |
|
2025-2026 |
Michail Sidiropoulos |
Dimensionality reduction for complex event forecasting |
|
2025-2026 |
Christina Anna Toliopoulou |
Automated free speech to SQL transcription |
|
2025-2026 |
Christodoulos Bochalis |
Unsupervised temporal analysis of mouse vocalizations |
|
2025-2026 |
Christos Kyriazopoulos |
Diffusion models in offline reinforcement learning |
|
2025-2026 |
Christos Georgios Foukanelis |
Few shot learning: an overview of methods, applications and benchmarks |
|
2024-2025 |
Alexandros Liapatis |
Domain adaptation in data scarce scenarios using Time Series Foundational Models |
|
2024-2025 |
Ioannis Savvas |
Sustainability-Guided Small Molecule Generation with Generative Flow Networks |
|
2024-2025 |
Konstantinos Skourogiannis |
Pose-Based Deep Learning Approaches for Recognizing Isolated Signs in Greek Sign Language |
|
2024-2025 |
Viktoria Polymeropoulou |
Food recognition and calorie estimation using computer vision |
|
2024-2025 |
Vasiliki Rentoula |
Automatic music captioning |
|
2024-2025 |
Ilias Alexandropoulos |
Adversarial attacks and robustness in deep neural networks for sound event detection |
|
2024-2025 |
George Karagounis |
Federated learning for recommender systems |
|
2024-2025 |
Nikolaos Tzanis |
Creation of a chatbot using language models and deep learning for customer question answering |
|
2024-2025 |
Aris Tsilifonis |
Multi-agent reinforcement learning with diffusion models |
|
2024-2025 |
Pavlos Patsonis |
Correct significant wave height forecasts in the MedSea using U-Nets and satellite measurements |
|
2024-2025 |
Orestis Vaggelis |
6D object pose estimation: literature review and model-free mask generation pipeline |
|
2024-2025 |
Natalia Koliou |
Ranking joint policies in dynamic games using evolutionary dynamics |
|
2024-2025 |
Nikolaos Makris |
Explainable deep reinforcement learning via online mimicking |
