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\n  \n 2023\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Multi-Manifold Attention for Vision Transformers.\n \n \n \n \n\n\n \n Konstantinidis, D.; Papastratis, I.; Dimitropoulos, K.; and Daras, P.\n\n\n \n\n\n\n IEEE Access, 11: 123433–123444. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"Multi-ManifoldPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/access/KonstantinidisPDD23,\n  author       = {Dimitrios Konstantinidis and\n                  Ilias Papastratis and\n                  Kosmas Dimitropoulos and\n                  Petros Daras},\n  title        = {Multi-Manifold Attention for Vision Transformers},\n  journal      = {{IEEE} Access},\n  volume       = {11},\n  pages        = {123433--123444},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/ACCESS.2023.3329952},\n  doi          = {10.1109/ACCESS.2023.3329952},\n  timestamp    = {Tue, 28 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/access/KonstantinidisPDD23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Sign Language Communication Through an Interactive Mobile Application.\n \n \n \n \n\n\n \n Stergioulas, A.; Chatzikonstantinou, C.; Chatzis, T.; Papastratis, I.; Konstantinidis, D.; Dimitropoulos, K.; Atzakas, K.; Xydopoulos, G. J.; Zacharopoulou, V.; Papazachariou, D.; Aggelidis, V.; Grigoriadis, K.; and Daras, P.\n\n\n \n\n\n\n In Stephanidis, C.; Antona, M.; Ntoa, S.; and Salvendy, G., editor(s), HCI International 2023 Posters - 25th International Conference on Human-Computer Interaction, HCII 2023, Copenhagen, Denmark, July 23-28, 2023, Proceedings, Part II, volume 1833, of Communications in Computer and Information Science, pages 374–381, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n \"SignPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/hci/StergioulasCCPK23,\n  author       = {Andreas Stergioulas and\n                  Christos Chatzikonstantinou and\n                  Theocharis Chatzis and\n                  Ilias Papastratis and\n                  Dimitrios Konstantinidis and\n                  Kosmas Dimitropoulos and\n                  Klimnis Atzakas and\n                  George J. Xydopoulos and\n                  Vassia Zacharopoulou and\n                  Dimitris Papazachariou and\n                  Vasilis Aggelidis and\n                  Kostas Grigoriadis and\n                  Petros Daras},\n  editor       = {Constantine Stephanidis and\n                  Margherita Antona and\n                  Stavroula Ntoa and\n                  Gavriel Salvendy},\n  title        = {Sign Language Communication Through an Interactive Mobile Application},\n  booktitle    = {{HCI} International 2023 Posters - 25th International Conference on\n                  Human-Computer Interaction, {HCII} 2023, Copenhagen, Denmark, July\n                  23-28, 2023, Proceedings, Part {II}},\n  series       = {Communications in Computer and Information Science},\n  volume       = {1833},\n  pages        = {374--381},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-35992-7\\_52},\n  doi          = {10.1007/978-3-031-35992-7\\_52},\n  timestamp    = {Sun, 12 Nov 2023 02:12:38 +0100},\n  biburl       = {https://dblp.org/rec/conf/hci/StergioulasCCPK23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2022\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition.\n \n \n \n \n\n\n \n Adaloglou, N.; Chatzis, T.; Papastratis, I.; Stergioulas, A.; Papadopoulos, G. T.; Zacharopoulou, V.; Xydopoulos, G. J.; Atzakas, K.; Papazachariou, D.; and Daras, P.\n\n\n \n\n\n\n IEEE Trans. Multim., 24: 1750–1762. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tmm/AdaloglouCPSPZX22,\n  author       = {Nikolas Adaloglou and\n                  Theocharis Chatzis and\n                  Ilias Papastratis and\n                  Andreas Stergioulas and\n                  Georgios Th. Papadopoulos and\n                  Vassia Zacharopoulou and\n                  George J. Xydopoulos and\n                  Klimnis Atzakas and\n                  Dimitris Papazachariou and\n                  Petros Daras},\n  title        = {A Comprehensive Study on Deep Learning-Based Methods for Sign Language\n                  Recognition},\n  journal      = {{IEEE} Trans. Multim.},\n  volume       = {24},\n  pages        = {1750--1762},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/TMM.2021.3070438},\n  doi          = {10.1109/TMM.2021.3070438},\n  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tmm/AdaloglouCPSPZX22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multi-manifold Attention for Vision Transformers.\n \n \n \n \n\n\n \n Konstantinidis, D.; Papastratis, I.; Dimitropoulos, K.; and Daras, P.\n\n\n \n\n\n\n CoRR, abs/2207.08569. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Multi-manifoldPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2207-08569,\n  author       = {Dimitrios Konstantinidis and\n                  Ilias Papastratis and\n                  Kosmas Dimitropoulos and\n                  Petros Daras},\n  title        = {Multi-manifold Attention for Vision Transformers},\n  journal      = {CoRR},\n  volume       = {abs/2207.08569},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2207.08569},\n  doi          = {10.48550/ARXIV.2207.08569},\n  eprinttype    = {arXiv},\n  eprint       = {2207.08569},\n  timestamp    = {Tue, 19 Jul 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-08569.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2021\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Continuous Sign Language Recognition through a Context-Aware Generative Adversarial Network.\n \n \n \n \n\n\n \n Papastratis, I.; Dimitropoulos, K.; and Daras, P.\n\n\n \n\n\n\n Sensors, 21(7): 2437. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"ContinuousPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/sensors/PapastratisDD21,\n  author       = {Ilias Papastratis and\n                  Kosmas Dimitropoulos and\n                  Petros Daras},\n  title        = {Continuous Sign Language Recognition through a Context-Aware Generative\n                  Adversarial Network},\n  journal      = {Sensors},\n  volume       = {21},\n  number       = {7},\n  pages        = {2437},\n  year         = {2021},\n  url          = {https://doi.org/10.3390/s21072437},\n  doi          = {10.3390/S21072437},\n  timestamp    = {Sun, 16 May 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sensors/PapastratisDD21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Artificial Intelligence Technologies for Sign Language.\n \n \n \n \n\n\n \n Papastratis, I.; Chatzikonstantinou, C.; Konstantinidis, D.; Dimitropoulos, K.; and Daras, P.\n\n\n \n\n\n\n Sensors, 21(17): 5843. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"ArtificialPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/sensors/PapastratisCKDD21,\n  author       = {Ilias Papastratis and\n                  Christos Chatzikonstantinou and\n                  Dimitrios Konstantinidis and\n                  Kosmas Dimitropoulos and\n                  Petros Daras},\n  title        = {Artificial Intelligence Technologies for Sign Language},\n  journal      = {Sensors},\n  volume       = {21},\n  number       = {17},\n  pages        = {5843},\n  year         = {2021},\n  url          = {https://doi.org/10.3390/s21175843},\n  doi          = {10.3390/S21175843},\n  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sensors/PapastratisCKDD21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Ablation study of self-supervised learning for image classification.\n \n \n \n \n\n\n \n Papastratis, I.\n\n\n \n\n\n\n CoRR, abs/2112.02297. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"AblationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2112-02297,\n  author       = {Ilias Papastratis},\n  title        = {Ablation study of self-supervised learning for image classification},\n  journal      = {CoRR},\n  volume       = {abs/2112.02297},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2112.02297},\n  eprinttype    = {arXiv},\n  eprint       = {2112.02297},\n  timestamp    = {Tue, 07 Dec 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-02297.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2020\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Continuous Sign Language Recognition Through Cross-Modal Alignment of Video and Text Embeddings in a Joint-Latent Space.\n \n \n \n \n\n\n \n Papastratis, I.; Dimitropoulos, K.; Konstantinidis, D.; and Daras, P.\n\n\n \n\n\n\n IEEE Access, 8: 91170–91180. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"ContinuousPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/access/PapastratisDKD20,\n  author       = {Ilias Papastratis and\n                  Kosmas Dimitropoulos and\n                  Dimitrios Konstantinidis and\n                  Petros Daras},\n  title        = {Continuous Sign Language Recognition Through Cross-Modal Alignment\n                  of Video and Text Embeddings in a Joint-Latent Space},\n  journal      = {{IEEE} Access},\n  volume       = {8},\n  pages        = {91170--91180},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/ACCESS.2020.2993650},\n  doi          = {10.1109/ACCESS.2020.2993650},\n  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/access/PapastratisDKD20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Comprehensive Study on Sign Language Recognition Methods.\n \n \n \n \n\n\n \n Adaloglou, N.; Chatzis, T.; Papastratis, I.; Stergioulas, A.; Papadopoulos, G. T.; Zacharopoulou, V.; Xydopoulos, G. J.; Atzakas, K.; Papazachariou, D.; and Daras, P.\n\n\n \n\n\n\n CoRR, abs/2007.12530. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2007-12530,\n  author       = {Nikolas Adaloglou and\n                  Theocharis Chatzis and\n                  Ilias Papastratis and\n                  Andreas Stergioulas and\n                  Georgios Th. Papadopoulos and\n                  Vassia Zacharopoulou and\n                  George J. Xydopoulos and\n                  Klimnis Atzakas and\n                  Dimitris Papazachariou and\n                  Petros Daras},\n  title        = {A Comprehensive Study on Sign Language Recognition Methods},\n  journal      = {CoRR},\n  volume       = {abs/2007.12530},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2007.12530},\n  eprinttype    = {arXiv},\n  eprint       = {2007.12530},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-12530.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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