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Boris Karanov
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2020 – today
- 2024
- [j1]Luan Vinícius Fiorio, Boris Karanov, Bruno Defraene, Johan David, Frans Widdershoven, Wim J. van Houtum, Ronald M. Aarts:
Spectral Masking With Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement. IEEE Access 12: 154843-154852 (2024) - [c14]Chin-Hung Chen, Boris Karanov
, Wim J. van Houtum, Wu Yan, Alex Young, Alex Alvarado:
On the Robustness of Deep Learning-Aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge. WCNC 2024: 1-6 - [i11]Chin-Hung Chen, Boris Karanov, Wim J. van Houtum, Wu Yan, Alex Young, Alex Alvarado:
On the Robustness of Deep Learning-aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge. CoRR abs/2401.12645 (2024) - [i10]Boris Karanov, Chin-Hung Chen, Yan Wu, Alex Young, Wim J. van Houtum:
Data-Driven Symbol Detection for Intersymbol Interference Channels with Bursty Impulsive Noise. CoRR abs/2405.10814 (2024) - [i9]Chin-Hung Chen, Wen-Hung Huang, Boris Karanov, Alex Young, Yan Wu, Wim J. van Houtum:
Analysis of Impulsive Interference in Digital Audio Broadcasting Systems in Electric Vehicles. CoRR abs/2405.10828 (2024) - [i8]Luan Vinícius Fiorio, Boris Karanov, Bruno Defraene, Johan David, Wim J. van Houtum, Frans Widdershoven, Ronald M. Aarts:
Spectral Masking with Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement. CoRR abs/2408.15582 (2024) - 2023
- [c13]Luan Vinícius Fiorio
Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data. ICASSP 2023: 1-5 - 2021
- [c12]Boris Karanov, Laurent Schmalen, Alex Alvarado:
Distance-Agnostic Auto-Encoders for Short Reach Fiber Communications. OFC 2021: 1-3 - 2020
- [c11]Boris Karanov
End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design. ECOC 2020: 1-4 - [c10]Boris Karanov
End-to-End Learning in Optical Fiber Communications: Experimental Demonstration and Future Trends. ECOC 2020: 1-4 - [c9]Tianhua Xu, Jiazheng Ding
Influence of Spectral Broadening on Nonlinearity Compensation in Ultra-Wideband Optical Fiber Communications. ICTON 2020: 1-4 - [c8]Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen:
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model. OFC 2020: 1-3 - [c7]Boris Karanov, Mathieu Chagnon, Vahid Aref, Filipe Ferreira
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications. SiPS 2020: 1-6 - [c6]Eric Sillekens
Time-Domain Learned Digital Back-Propagation. SiPS 2020: 1-4 - [i7]Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen:
Optical Fiber Communication Systems Based on End-to-End Deep Learning. CoRR abs/2005.08785 (2020) - [i6]Boris Karanov, Mathieu Chagnon, Vahid Aref, Filipe Ferreira, Domaniç Lavery, Polina Bayvel, Laurent Schmalen:
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications. CoRR abs/2005.08790 (2020)
2010 – 2019
- 2019
- [c5]Boris Karanov
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing. Allerton 2019: 192-199 - [i5]Boris Karanov, Domaniç Lavery, Polina Bayvel, Laurent Schmalen:
End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks. CoRR abs/1901.08570 (2019) - [i4]Boris Karanov, Gabriele Liga, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen:
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing. CoRR abs/1910.01028 (2019) - [i3]Boris Karanov, Mathieu Chagnon, Vahid Aref, Domaniç Lavery, Polina Bayvel, Laurent Schmalen:
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model. CoRR abs/1912.05146 (2019) - [i2]Eric Sillekens, Wenting Yi, Daniel Semrau, Alessandro Ottino, Boris Karanov, Sujie Zhou, Kevin Law, Jack Chen, Domaniç Lavery, Lídia Galdino, Polina Bayvel, Robert I. Killey:
Experimental Demonstration of Learned Time-Domain Digital Back-Propagation. CoRR abs/1912.12197 (2019) - 2018
- [c4]Mathieu Chagnon, Boris Karanov, Laurent Schmalen:
Experimental Demonstration of a Dispersion Tolerant End-to-End Deep Learning-Based IM-DD Transmission System. ECOC 2018: 1-3 - [c3]Boris Karanov, Tianhua Xu, Nikita A. Shevchenko, Domaniç Lavery, Gabriele Liga, Robert I. Killey, Polina Bayvel:
Digital Nonlinearity Compensation Considering Signal Spectral Broadening Effects in Dispersion-managed Systems. OFC 2018: 1-3 - [i1]Boris Karanov, Mathieu Chagnon, Félix Thouin, Tobias A. Eriksson, Henning Bülow, Domaniç Lavery, Polina Bayvel, Laurent Schmalen:
End-to-end Deep Learning of Optical Fiber Communications. CoRR abs/1804.04097 (2018) - 2017
- [c2]Tianhua Xu, Nikita A. Shevchenko, Boris Karanov
Nonlinearity Compensation and Information Rates in Fully-Loaded C-band Optical Fibre Transmission Systems. ECOC 2017: 1-3 - [c1]Zhixin Liu, Lídia Galdino, John R. Hayes, Domaniç Lavery, Boris Karanov, Daniel J. Elson, Kai Shi, Benn C. Thomsen, Marco N. Petrovich, David J. Richardson, Francesco Poletti, Radan Slavík, Polina Bayvel:
Record high capacity (6.8 Tbit/s) WDM coherent transmission in hollow-core antiresonant fiber. OFC 2017: 1-3
Coauthor Index
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