Georgios Tsoumplekas

According to our database, Georgios Tsoumplekas authored at least 5 papers in 2024.

Collaborative distances:

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

2024

Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach.

Georgios Tsoumplekas, Christos L. Athanasiadis, Dimitrios I. Doukas, Antonios C. Chrysopoulos, Pericles A. Mitkas

CoRR, 2024

Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings.

Georgios Tsoumplekas, Vladislav Li, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis

CoRR, 2024

Toward Green and Human-Like Artificial Intelligence: A Complete Survey on Contemporary Few-Shot Learning Approaches.

Georgios Tsoumplekas, Vladislav Li, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis

CoRR, 2024

A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection.

Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Panagiotis G. Sarigiannidis

Proceedings of the 14th IEEE International Symposium on Industrial Embedded Systems, 2024

Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting.

Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis

Proceedings of the Artificial Intelligence in Healthcare - First International Conference, 2024