Georgios Tsoumplekas

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 5

Top Topics

Energy Efficiency

Learning Problems

Object Detection

Top Venues

Publications

Georgios Tsoumplekas, Christos L. Athanasiadis, Dimitrios I. Doukas, Antonios C. Chrysopoulos, Pericles A. Mitkas
Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach. CoRR (2024)
Georgios Tsoumplekas, Vladislav Li, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings. CoRR (2024)
Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis
Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting. CoRR (2024)
Georgios Tsoumplekas, Vladislav Li, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis
Toward Green and Human-Like Artificial Intelligence: A Complete Survey on Contemporary Few-Shot Learning Approaches. CoRR (2024)
Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis
Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting. AIiH (2) (2024)