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Mr. Christos Chatzikonstantinou -
Publications

Journals

  1. C. Chatzikonstantinou, D. Konstantinidis, K. Dimitropoulos, P. Daras, "Recurrent Neural Network Pruning Using Dynamical Systems and Iterative Fine-tuning.",Neural Networks, vol. 143, pp. 475-488, November 2021. https://doi.org/10.1016/j.neunet.2021.07.001
  2. I. Papastratis, C. Chatzikonstantinou, D. Konstantinidis, K. Dimitropoulos, P. Daras, "Artificial Intelligence Technologies for Sign Language.",Sensors, vol. 21, no. 17, 2021. https://doi.org/10.3390/s21175843

Conference

  1. N. Avgerinos, P. Mertis, M. Tsagaris, N. Desipris, G. Lyberopoulos, E. Theodoropoulou, K. Filis, J. Sarajlić, M. Pastor, D. Chatzakou, G. Kalpakis, C. Chatzikonstantinou, D. Tsatsou, S. Demertzis, P. Leskovsky, C. Mendes, S. Linehan, J. Mulcahy, I. Karvelas, M. Álvarez Fernández, A. Alegria, "Innovative Digital Forensic and Investigation Tools for Law Enforcement: The EMPOWER & TRACY Approach.", in Proceedings of the 20th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2024), Corfu, Greece, 27-30 June 2024. https://doi.org/10.1007/978-3-031-63227-3_6
  2. C. Chatzikonstantinou, D. Konstantinidis, K. Dimitropoulos, P. Daras, "Federated Learning Aggregation based on Weight Distribution Analysis.", in Proceedings of the IEEE International Conference on Imaging Systems & Techniques, Copenhagen, Denmark, October 2023. https://www.researchgate.net/publication/374440973_Federated_Learning_Aggregation_based_on_Weight_Distribution_Analysis
  3. A. Psaltis, C. Chatzikonstantinou, C. Z. Patrikakis, P. Daras, "FedRCIL: Federated Knowledge Distillation for Representation based Contrastive Incremental Learning.",in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 3463-3472
  4. A. Stergioulas, C. Chatzikonstantinou, T. Chatzis, I. Papastratis, D. Konstantinidis, K. Dimitropoulos, K. Atzakas, G. Xydopoulos, V. Zacharopoulou, D. Papazachariou, V. Aggelidis, K. Grigoriadis, P. Daras, "Sign Language Communication Through an Interactive Mobile Application.", in Proceedings of HCI International 2023 Posters (HCII 2023), vol. 1833, Springer, Cham, 2023 https://doi.org/10.1007/978-3-031-35992-7_52
  5. C. Chatzikonstantinou, G. Valasidis, K. Stavridis, G. Malogiannis, A. Axenopoulos, P. Daras, "UCF-CAP, Video Captioning in the Wild.", in Proceedings od the IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022, pp. 1386-1390. doi: 10.1109/ICIP46576.2022.9898011
  6. C. Chatzikonstantinou, G. Papadopoulos, K. Dimitropoulos, P. Daras, "Neural Network Compression Using Higher-Order Statistics and Auxiliary Reconstruction Losses", IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, USA, June 2020.