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Konstantinos N. Plataniotis

Subclass Knowledge Distillation with Known Subclass Labels


Jul 17, 2022
Ahmad Sajedi, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

* Published in IVMSP22 Conference. arXiv admin note: substantial text overlap with arXiv:2109.05587 

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A Kernel Method to Nonlinear Location Estimation with RSS-based Fingerprint


Apr 07, 2022
Pai Chet Ng, Petros Spachos, James She, Konstantinos N. Plataniotis


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AKF-SR: Adaptive Kalman Filtering-based Successor Representation


Mar 31, 2022
Parvin Malekzadeh, Mohammad Salimibeni, Ming Hou, Arash Mohammadi, Konstantinos N. Plataniotis

* Neurocomputing 467 (2022), pp.476-490 

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Exploiting Explainable Metrics for Augmented SGD


Mar 31, 2022
Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis

* Accepted in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2022) 

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HistoKT: Cross Knowledge Transfer in Computational Pathology


Jan 27, 2022
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis

* Accepted in ICASSP2022 

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Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark


Jan 03, 2022
Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev


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Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation


Dec 30, 2021
Mohammad Salimibeni, Arash Mohammadi, Parvin Malekzadeh, Konstantinos N. Plataniotis


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Towards Robust and Automatic Hyper-Parameter Tunning


Dec 12, 2021
Mathieu Tuli, Mahdi S. Hosseini, Konstantinos N. Plataniotis

* NeurIPS-OPT2021: 13th Annual Workshop on Optimization for Machine Learning 

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TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks


Dec 01, 2021
Zohreh Hajiakhondi Meybodi, Arash Mohammadi, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis


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P4AI: Approaching AI Ethics through Principlism


Nov 28, 2021
Andre Fu, Elisa Ding, Mahdi S. Hosseini, Konstantinos N. Plataniotis

* Human-Centered AI workshop at NeurIPS 2021 

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