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Maria Tzelepi
Maria Tzelepi
Postdoctoral Researcher, ITI/CERTH
Verified email at iti.gr
Title
Cited by
Cited by
Year
Deep convolutional learning for content based image retrieval
M Tzelepi, A Tefas
Neurocomputing 275, 2467-2478, 2018
2342018
Heterogeneous knowledge distillation using information flow modeling
N Passalis, M Tzelepi, A Tefas
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1602020
Probabilistic knowledge transfer for lightweight deep representation learning
N Passalis, M Tzelepi, A Tefas
IEEE Transactions on Neural Networks and Learning Systems 32 (5), 2030-2039, 2020
1412020
Computer vision for autonomous UAV flight safety: An overview and a vision-based safe landing pipeline example
E Kakaletsis, C Symeonidis, M Tzelepi, I Mademlis, A Tefas, N Nikolaidis, ...
Acm Computing Surveys (Csur) 54 (9), 1-37, 2021
912021
Human crowd detection for drone flight safety using convolutional neural networks
M Tzelepi, A Tefas
2017 25th European Signal Processing Conference (EUSIPCO), 743-747, 2017
772017
Graph embedded convolutional neural networks in human crowd detection for drone flight safety
M Tzelepi, A Tefas
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (2 …, 2019
662019
Exploiting tf-idf in deep convolutional neural networks for content based image retrieval
N Kondylidis, M Tzelepi, A Tefas
Multimedia Tools and Applications 77 (23), 30729-30748, 2018
342018
Improving the performance of lightweight CNNs for binary classification using quadratic mutual information regularization
M Tzelepi, A Tefas
Pattern Recognition 106, 107407, 2020
332020
Online subclass knowledge distillation
M Tzelepi, N Passalis, A Tefas
Expert Systems with Applications 181, 115132, 2021
272021
Relevance feedback in deep convolutional neural networks for content based image retrieval
M Tzelepi, A Tefas
Proceedings of the 9th hellenic conference on artificial intelligence, 1-7, 2016
252016
Opendr: An open toolkit for enabling high performance, low footprint deep learning for robotics
N Passalis, S Pedrazzi, R Babuska, W Burgard, D Dias, F Ferro, ...
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
232022
Deep convolutional image retrieval: A general framework
M Tzelepi, A Tefas
Signal Processing: Image Communication 63, 30-43, 2018
212018
Learning deep spatiotemporal features for video captioning
E Daskalakis, M Tzelepi, A Tefas
Pattern Recognition Letters 116, 143-149, 2018
192018
Semantic map annotation through UAV video analysis using deep learning models in ROS
E Kakaletsis, M Tzelepi, PI Kaplanoglou, C Symeonidis, N Nikolaidis, ...
MultiMedia Modeling: 25th International Conference, MMM 2019, Thessaloniki …, 2019
142019
Exploiting supervised learning for finetuning deep CNNs in content based image retrieval
M Tzelepi, A Tefas
2016 23rd International Conference on Pattern Recognition (ICPR), 2918-2923, 2016
132016
Semantic scene segmentation for robotics applications
M Tzelepi, A Tefas
2021 12th International Conference on Information, Intelligence, Systems …, 2021
112021
Electric load demand forecasting on greek energy market using lightweight neural networks
N Maragkos, M Tzelepi, N Passalis, A Adamakos, A Tefas
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022
102022
Efficient training of lightweight neural networks using online self-acquired knowledge distillation
M Tzelepi, A Tefas
2021 IEEE International conference on Multimedia and Expo (ICME), 1-6, 2021
82021
Class-specific discriminant regularization in real-time deep CNN models for binary classification problems
M Tzelepi, A Tefas
Neural Processing Letters 51 (2), 1989-2005, 2020
82020
Forecasting day-ahead electric load demand on greek energy market
M Tzelepi, A Tefas
2022 13th International Conference on Information, Intelligence, Systems …, 2022
72022
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