Georgios Tsoumplekas

According to our database, Georgios Tsoumplekas authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

ControlNet-Guided Diffusion for Realistic Plant Leaf Generation.

Georgios Tsoumplekas, Mia Pham, Yannis Spyridis, Thomas Lagkas, Georgios Th. Papadopoulos, Panagiotis Sarigiannidis, Vasileios Argyriou

Proceedings of the 21st International Conference on Computer Vision Theory and Applications, 2026

Dual-Arm Cloth Unfolding via a Two-Stage Perception and Deep Reinforcement Learning Approach.

Mengyuan Zhang, Georgios Tsoumplekas, Yannis Spyridis, Vasileios Argyriou

Proceedings of the 12th International Conference on Automation, Robotics and Applications, 2026

Training-Free Multi-Concept LoRA Composition with Prompt-Aware Weighting.

Georgios Tsoumplekas, Stella Bounareli, Vasileios Argyriou

Proceedings of the 20th IEEE International Conference on Automatic Face and Gesture Recognition, 2026

2025

Is it worth the energy? An in-depth study on the energy efficiency of data augmentation strategies for finetuning-based low/few-shot object detection.

Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Vasileios Argyriou

J. Syst. Archit., 2025

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