Vladislav Neskorniuk

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Data Mining Tasks

Top Venues

Publications

Vladislav Neskorniuk, Andrea Carnio, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication. CoRR (2022)
Vladislav Neskorniuk, Fred Buchali, Vinod Bajaj, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
Neural-Network-Based Nonlinearity Equalizer for 128 GBaud Coherent Transcievers. OFC (2021)
Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model. ECOC (2021)
Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Sergei K. Turitsyn, Jaroslaw E. Prilepsky, Vahid Aref
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model. CoRR (2021)
Vladislav Neskorniuk, Pedro J. Freire, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Jaroslaw E. Prilepsky, Nelson Costa, Sergei K. Turitsyn
Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation. ECOC (2020)
Alexey Lotsmanov, Vladislav Neskorniuk, Gleb Sidelnikov, Pavel Plotnikov
Estimation of Kerr nonlinearity distortion in coherent dense wavelength-division multiplexing fiber-optic communication lines. BlackSeaCom (2019)