Stebėti
Alexandros Gkillas
Alexandros Gkillas
Kiti vardaiA. Gkillas, A.D.Gkillas, Gkillas A
Postdoctoral researcher at Industrial Systems Institute/ Athena Reserach Center
Patvirtintas el. paštas isi.gr - Pagrindinis puslapis
Pavadinimas
Cituota
Cituota
Metai
Connections between deep equilibrium and sparse representation models with application to hyperspectral image denoising
A Gkillas, D Ampeliotis, K Berberidis
IEEE Transactions on Image Processing 32, 1513-1528, 2023
232023
Cost-efficient coupled learning methods for recovering near-infrared information from RGB signals: Application in precision agriculture
A Gkillas, D Kosmopoulos, K Berberidis
Computers and Electronics in Agriculture 209, 107833, 2023
132023
Missing data imputation for multivariate time series in industrial iot: A federated learning approach
A Gkillas, AS Lalos
2022 IEEE 20th International Conference on Industrial Informatics (INDIN), 87-94, 2022
122022
A federated deep unrolling method for lidar super-resolution: Benefits in slam
A Gkillas, AS Lalos, EK Markakis, I Politis
IEEE Transactions on Intelligent Vehicles 9 (1), 199-215, 2023
112023
Federated Learning for Lidar Super Resolution on Automotive Scenes
A Gkillas, G Arvanitis, AS Lalos, K Moustakas
International Conference on Digital Signal Processing (DSP), 2023
92023
An efficient deep unrolling super-resolution network for lidar automotive scenes
A Gkillas, AS Lalos, D Ampeliotis
2023 IEEE International Conference on Image Processing (ICIP), 1840-1844, 2023
72023
Deep Equilibrium Models Meet Federated Learning
A Gkillas, D Ampeliotis, K Berberidis
2023 31th European Signal Processing Conference (EUSIPCO), 2023
62023
Efficient coupled dictionary learning and sparse coding for noisy piecewise-smooth signals: Application to hyperspectral imaging
A Gkillas, D Ampeliotis, K Berberidis
2020 IEEE International Conference on Image Processing (ICIP), 231-235, 2020
62020
A highly interpretable deep equilibrium network for hyperspectral image deconvolution
A Gkillas, D Ampeliotis, K Berberidis
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
52023
Fast sparse coding algorithms for piece-wise smooth signals
A Gkillas, D Ampeliotis, K Berberidis
2020 28th European Signal Processing Conference (EUSIPCO), 2040-2044, 2021
52021
Federated Deep Feature Extraction-based SLAM for Autonomous Vehicles
C Anagnostopoulos, A Gkillas, N Piperigkos, AS Lalos
International Conference on Digital Signal Processing (DSP), 2023
42023
A cross-domain recommender system using deep coupled autoencoders
A Gkillas, D Kosmopoulos
arXiv preprint arXiv:2112.07617, 2021
42021
Resource Efficient Federated Learning for Deep Anomaly Detection in Industrial IoT applications
A Gkillas, A Lalos
International Conference on Digital Signal Processing (DSP), 2023
32023
Federated dictionary learning from non-iid data
A Gkillas, D Ampeliotis, K Berberidis
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022
32022
A method for recovering near infrared information from RGB measurements with application in precision agriculture
A Gkillas, D Kosmopoulos, C Constantinopoulos, D Ampeliotis, ...
2021 29th European Signal Processing Conference (EUSIPCO), 616-620, 2021
32021
Privacy-Preserving Federated Deep-Equilibrium Learning for Medical Image Classification
A Gkillas, D Ampeliotis, K Berberidis
2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-4, 2024
22024
Cooperative Plug-and-Play-KalmanNet for 4D situational awareness in autonomous driving
N Piperigkos, A Gkillas, C Anagnostopoulos, AS Lalos
2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems …, 2024
22024
Federated dictionary learning from non-iid data. In 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)
A Gkillas, D Ampeliotis, K Berberidis
IEEE, 2022
22022
Subspace Parsimonious Dictionary Learning and its use in Federated Learning
D Ampeliotis, A Gkillas
International Conference on Digital Signal Processing (DSP), 2023
12023
Synthetic Data for Enhancing Perception and Cooperative Localization in Autonomous Vehicles
C Anagnostopoulos, N Piperigkos, A Gkillas, AS Lalos
2025 IEEE International Conference on Artificial Intelligence and eXtended …, 2025
2025
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