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Gkillas, Alexandros
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1

A Federated Deep Unrolling Method for Lidar Super-Resolutio..:

Gkillas, Alexandros ; Lalos, Aris S. ; Markakis, Evangelos K..
IEEE Transactions on Intelligent Vehicles.  9 (2024)  1 - p. 199-215 , 2024
Link: https://doi.org/10.1109/..
 
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2

Cost-efficient coupled learning methods for recovering near..:

Gkillas, Alexandros ; Kosmopoulos, Dimitrios ; Berberidis, Kostas
Computers and Electronics in Agriculture.  209 (2023)  - p. 107833 , 2023
Link: https://doi.org/10.1016/..
 
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3

An Efficient Deep Unrolling Super-Resolution Network for Li..:

, In: 2023 IEEE International Conference on Image Processing (ICIP),
Gkillas, Alexandros ; Lalos, Aris S. ; Ampeliotis, Dimitris - p. 1840-1844 , 2023
Link: https://doi.org/10.1109/..
 
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4

Deep Federated Unrolling for Boosting Low-Resolution Lidar-..:

, In: 2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP),
Gkillas, Alexandros ; Anagnostopoulos, Christos ; Lalos, Aris S. - p. 1-1 , 2023
Link: https://doi.org/10.1109/..
 
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5

Connections Between Deep Equilibrium and Sparse Representat..:

Gkillas, Alexandros ; Ampeliotis, Dimitris ; Berberidis, Kostas
IEEE Transactions on Image Processing.  32 (2023)  - p. 1513-1528 , 2023
Link: https://doi.org/10.1109/..
 
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6

Federated Learning for Lidar Super Resolution on Automotive..:

, In: 2023 24th International Conference on Digital Signal Processing (DSP),
Gkillas, Alexandros ; Arvanitis, Gerasimos ; Lalos, Aris S.. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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7

Subspace Parsimonious Dictionary Learning and its use in Fe..:

, In: 2023 24th International Conference on Digital Signal Processing (DSP),
Ampeliotis, Dimitris ; Gkillas, Alexandros - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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8

Deep Equilibrium Models Meet Federated Learning:

, In: 2023 31st European Signal Processing Conference (EUSIPCO),
Gkillas, Alexandros ; Ampeliotis, Dimitris ; Berberidis, Kostas - p. 1873-1877 , 2023
Link: https://doi.org/10.23919..
 
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9

Federated Deep Feature Extraction-based SLAM for Autonomous..:

, In: 2023 24th International Conference on Digital Signal Processing (DSP),
Anagnostopoulos, Christos ; Gkillas, Alexandros ; Piperigkos, Nikos. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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10

Resource Efficient Federated Learning for Deep Anomaly Dete..:

, In: 2023 24th International Conference on Digital Signal Processing (DSP),
Gkillas, Alexandros ; Lalos, Aris - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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11

A Highly Interpretable Deep Equilibrium Network for Hypersp..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Gkillas, Alexandros ; Ampeliotis, Dimitris ; Berberidis, Kostas - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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12

Missing Data Imputation for Multivariate Time series in Ind..:

, In: 2022 IEEE 20th International Conference on Industrial Informatics (INDIN),
Gkillas, Alexandros ; Lalos, Aris S. - p. 87-94 , 2022
Link: https://doi.org/10.1109/..
 
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13

Federated Dictionary Learning from Non-IID Data:

, In: 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP),
Gkillas, Alexandros ; Ampeliotis, Dimitris ; Berberidis, Kostas - p. 1-5 , 2022
Link: https://doi.org/10.1109/..
 
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14

Efficient Coupled Dictionary Learning And Sparse Coding For..:

, In: 2020 IEEE International Conference on Image Processing (ICIP),
Gkillas, Alexandros ; Ampeliotis, Dimitris ; Berberidis, Kostas - p. 231-235 , 2020
Link: https://doi.org/10.1109/..
 
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15

An Optimization-based Deep Equilibrium Model for Hyperspect..:

Gkillas, Alexandros ; Ampeliotis, Dimitris ; Berberidis, Kostas
http://arxiv.org/abs/2306.06378.  , 2023
Link: http://arxiv.org/abs/230..
 
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