Maria Tzelepi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 55

Top Topics

Image Retrieval

Convolutional Neural Networks

Acquired Knowledge

Top Venues

Publications

Maria Tzelepi, Vasileios Mezaris
Exploiting LMM-Based Knowledge for Image Classification Tasks. EANN (2024)
Ourania Stentoumi, Paraskevi Nousi, Maria Tzelepi, Anastasios Tefas
AnIO: anchored input-output learning for time-series forecasting. Neural Comput. Appl. 36 (6) (2024)
Maria Tzelepi, Vasileios Mezaris
Exploiting LMM-based knowledge for image classification tasks. CoRR (2024)
Maria Tzelepi, Vasileios Mezaris
Disturbing Image Detection Using LMM-Elicited Emotion Embeddings. CoRR (2024)
Maria Tzelepi, Vasileios Mezaris
Online Anchor-based Training for Image Classification Tasks. CoRR (2024)
Paraskevi Nousi, Loukia Avramelou, Georgios Rodinos, Maria Tzelepi, Theodoros Manousis, Konstantinos Tsampazis, Kyriakos Stefanidis, Dimitris Spanos, Emmanouil Kirtas, Pavlos Tosidis, Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management. CoRR (2023)
Dimosthenis Moralis, Maria Tzelepi, Anastasios Tefas
Retrieval-Based Methodology for Few-Sample Logo Recognition. MMSP (2023)
Maria Tzelepi, Paraskevi Nousi, Anastasios Tefas
Improving Electric Load Demand Forecasting with Anchor-Based Forecasting Method. ICASSP (2023)
Paraskevi Nousi, Maria Tzelepi, Anastasios Tefas
Anchored Input-Output Learning for Electrical Load Demand Forecasting. ISCAS (2023)
Maria Tzelepi, Charalampos Symeonidis, Paraskevi Nousi, Efstratios Kakaletsis, Theodoros Manousis, Pavlos Tosidis, Nikos Nikolaidis, Anastasios Tefas
Deep Learning for Energy Time-Series Analysis and Forecasting. CoRR (2023)
Achilleas Andronikos, Maria Tzelepi, Anastasios Tefas
Residual Error Learning for Electricity Demand Forecasting. EANN (2023)
Nikolaos Passalis, Maria Tzelepi, Polychronis Charitidis, Stavros Doropoulos, Stavros Vologiannidis, Anastasios Tefas
Deep Video Stream Information Analysis and Retrieval: Challenges and Opportunities. MIPR (2022)
Nikitas Maragkos, Maria Tzelepi, Nikolaos Passalis, Apostolos N. Adamakos, Anastasios Tefas
Electric load demand forecasting on Greek Energy Market using lightweight neural networks. IVMSP (2022)
Maria Tzelepi, Charalampos Symeonidis, Nikos Nikolaidis, Anastasios Tefas
Multilayer Online Self-Acquired Knowledge Distillation. ICPR (2022)
Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, Nikos Nikolaidis, Paraskevi Nousi, R. Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. IROS (2022)
Maria Tzelepi, Anastasios Tefas
Forecasting day-ahead electric load demand on Greek Energy Market. IISA (2022)
Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, N. Nikolaidis, Paraskevi Nousi, R. Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. CoRR (2022)
Maria Tzelepi, Nikolaos Passalis, Anastasios Tefas
Probabilistic online self-distillation. Neurocomputing 493 (2022)
Maria Tzelepi, Nikolaos Tragkas, Anastasios Tefas
Improving Binary Semantic Scene Segmentation for Robotics Applications. EANN (2022)
Efstratios Kakaletsis, Charalampos Symeonidis, Maria Tzelepi, Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Computer Vision for Autonomous UAV Flight Safety: An Overview and a Vision-based Safe Landing Pipeline Example. ACM Comput. Surv. 54 (9) (2022)
Maria Tzelepi, Charalampos Symeonidis, Nikos Nikolaidis, Anastasios Tefas
Real-time synthetic-to-real human detection for robotics applications. IISA (2022)
Maria Tzelepi, Anastasios Tefas
Semantic Scene Segmentation for Robotics Applications. IISA (2021)
Maria Tzelepi, Anastasios Tefas
Quadratic mutual information regularization in real-time deep CNN models. CoRR (2021)
Maria Tzelepi, Anastasios Tefas
Semantic Scene Segmentation for Robotics Applications. CoRR (2021)
Maria Tzelepi, Anastasios Tefas
Efficient Training of Lightweight Neural Networks Using Online Self-Acquired Knowledge Distillation. ICME (2021)
Maria Tzelepi, Anastasios Tefas
Efficient training of lightweight neural networks using Online Self-Acquired Knowledge Distillation. CoRR (2021)
Maria Tzelepi, Anastasios Tefas
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety. IEEE Trans. Emerg. Top. Comput. Intell. 5 (2) (2021)
Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas
Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Maria Tzelepi, Nikolaos Passalis, Anastasios Tefas
Online Subclass Knowledge Distillation. Expert Syst. Appl. 181 (2021)
Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas
Multilayer Probabilistic Knowledge Transfer for Learning Image Representations. ISCAS (2020)
Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas
Heterogeneous Knowledge Distillation Using Information Flow Modeling. CVPR (2020)
Maria Tzelepi, Anastasios Tefas
Class-specific discriminant regularization in real-time deep CNN models for binary classification problems. Neural Process. Lett. 51 (2) (2020)
Christos Nasioutzikis, Maria Tzelepi, Anastasios Tefas
Deep Hashing Regularization Towards Hamming Space Retrieval. SETN (2020)
Kyparísia Papanikolaou, Maria Tzelepi, Maria Moundridou, Ioannis Petroulis
Employing Social Network Analysis to Enhance Community Learning. ITS (2020)
Maria Tzelepi, Katerina Makri, Ioannis Petroulis, Maria Moundridou, Kyparisia A. Papanikolaou
Gamification in online discussions: How do game elements affect critical thinking? ICALT (2020)
Maria Tzelepi, Anastasios Tefas
Quadratic Mutual Information Regularization in Real-Time Deep CNN Models. MLSP (2020)
Maria Tzelepi, Nikolaos Passalis, Anastasios Tefas
Efficient Online Subclass Knowledge Distillation for Image Classification. ICPR (2020)
Maria Tzelepi, Anastasios Tefas
Improving the performance of lightweight CNNs for binary classification using quadratic mutual information regularization. Pattern Recognit. 106 (2020)
Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas
Heterogeneous Knowledge Distillation using Information Flow Modeling. CoRR (2020)
Maria Tzelepi, Anastasios Tefas
Improving the Performance of Lightweight CNN models using Minimum Enclosing Ball Regularization. EUSIPCO (2019)
Ioannis Petroulis, Maria Tzelepi, Kyparíssia Papanikolaou
On the Design of Gamification Elements in Moodle Courses. GALA (2019)
Efstratios Kakaletsis, Maria Tzelepi, Pantelis I. Kaplanoglou, Charalampos Symeonidis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas
Semantic Map Annotation Through UAV Video Analysis Using Deep Learning Models in ROS. MMM (2) (2019)
Maria Tzelepi, Ioannis Petroulis, Kyparisia A. Papanikolaou
Investigating Gamification and Learning Analytics Tools for Promoting and Measuring Communities of Inquiry in Moodle Courses. MIS4TEL (2019)
Maria Tzelepi, Anastasios Tefas
Discriminant Analysis Regularization in Lightweight Deep CNN Models. ICIP (2019)
Maria Tzelepi, Anastasios Tefas
Fully Unsupervised Optimization of CNN Features Towards Content Based Image Retrieval. IVMSP (2018)
Eleftherios Daskalakis, Maria Tzelepi, Anastasios Tefas
Learning deep spatiotemporal features for video captioning. Pattern Recognit. Lett. 116 (2018)
Maria Tzelepi, Anastasios Tefas
Fully Unsupervised Convolutional Learning for Fast Image Retrieval. SETN (2018)
Maria Tzelepi, Anastasios Tefas
Deep convolutional learning for Content Based Image Retrieval. Neurocomputing 275 (2018)
Maria Tzelepi, Anastasios Tefas
Deep convolutional image retrieval: A general framework. Signal Process. Image Commun. 63 (2018)
Maria Tzelepi, Kyparisia A. Papanikolaou
Critical Thinking for Personalization in Communities of Inquiry. ICALT (2018)
Nikolaos Kondylidis, Maria Tzelepi, Anastasios Tefas
Exploiting tf-idf in deep Convolutional Neural Networks for Content Based Image Retrieval. Multim. Tools Appl. 77 (23) (2018)
Maria Tzelepi, Anastasios Tefas
Human crowd detection for drone flight safety using convolutional neural networks. EUSIPCO (2017)
Kyparisia A. Papanikolaou, Evagellia Gouli, Katerina Makrh, Ioannis Sofos, Maria Tzelepi
A Peer Evaluation Tool of Learning Designs. EC-TEL (2016)
Maria Tzelepi, Anastasios Tefas
Exploiting supervised learning for finetuning deep CNNs in content based image retrieval. ICPR (2016)
Maria Tzelepi, Anastasios Tefas
Relevance Feedback in Deep Convolutional Neural Networks for Content Based Image Retrieval. SETN (2016)
Maria Tzelepi
Personalizing Learning Analytics to Support Collaborative Learning Design and Community Building. ICALT (2014)