| 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 | 33 | 2023 |
| 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 | 22 | 2023 |
| 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 | 19 | 2023 |
| 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 | 16 | 2022 |
| 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 | 14 | 2023 |
| Multimodal federated learning in AIoT systems: Existing solutions, applications, and challenges C Anagnostopoulos, A Gkillas, C Mavrokefalidis, EV Pikoulis, ... IEEE Access, 2024 | 12 | 2024 |
| 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 | 11 | 2023 |
| A cross-domain recommender system using deep coupled autoencoders A Gkillas, D Kosmopoulos ACM Transactions on Recommender Systems, 2025 | 10 | 2025 |
| Distributed intelligence in industrial and automotive cyber–physical systems: a review N Piperigkos, A Gkillas, G Arvanitis, S Nousias, A Lalos, A Fournaris, ... Frontiers in Robotics and AI 11, 1430740, 2024 | 7 | 2024 |
| 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 | 7 | 2023 |
| Deep Equilibrium Models Meet Federated Learning A Gkillas, D Ampeliotis, K Berberidis 2023 31th European Signal Processing Conference (EUSIPCO), 2023 | 7 | 2023 |
| Federated Data-Driven Kalman Filtering for State Estimation N Piperigkos, A Gkillas, C Anagnostopoulos, AS Lalos 2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP …, 2024 | 6 | 2024 |
| 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 | 6* | 2022 |
| 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 | 6 | 2020 |
| 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 | 5 | 2021 |
| 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 | 5 | 2021 |
| 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 | 4 | 2023 |
| Resource Efficient Federated Learning for Deep Anomaly Detection in Industrial IoT applications A Gkillas, A Lalos International Conference on Digital Signal Processing (DSP), 2023 | 4 | 2023 |
| 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 | 2 | 2024 |
| 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 | 2 | 2024 |
Aris LalosResearch Director at Industrial Systems Institute/ "ATHENA" Research Center, Co-Founder of AviSenseVerified email at athenarc.gr
