Andrey Kuzmin

According to our database, Andrey Kuzmin authored at least 24 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GPTVQ: The Blessing of Dimensionality for LLM Quantization.

Mart van Baalen, Andrey Kuzmin, Markus Nagel, Peter Couperus, Cédric Bastoul, Eric Mahurin, Tijmen Blankevoort, Paul N. Whatmough

CoRR, 2024

2023

FP8 versus INT8 for efficient deep learning inference.

Mart van Baalen, Andrey Kuzmin, Suparna S. Nair, Yuwei Ren, Eric Mahurin, Chirag Patel, Sundar Subramanian, Sanghyuk Lee, Markus Nagel, Joseph Soriaga, Tijmen Blankevoort

CoRR, 2023

Pruning vs Quantization: Which is Better?

Andrey Kuzmin, Markus Nagel, Mart van Baalen, Arash Behboodi, Tijmen Blankevoort

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Quantized Sparse Weight Decomposition for Neural Network Compression.

Andrey Kuzmin, Mart van Baalen, Markus Nagel, Arash Behboodi

CoRR, 2022

FP8 Quantization: The Power of the Exponent.

Andrey Kuzmin, Mart van Baalen, Yuwei Ren, Markus Nagel, Jorn Peters, Tijmen Blankevoort

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cyclical Pruning for Sparse Neural Networks.

Suraj Srinivas, Andrey Kuzmin, Markus Nagel, Mart van Baalen, Andrii Skliar, Tijmen Blankevoort

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Simulated Quantization, Real Power Savings.

Mart van Baalen, Brian Kahne, Eric Mahurin, Andrey Kuzmin, Andrii Skliar, Markus Nagel, Tijmen Blankevoort

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2020

Reducing of Bioimpedance Influence on ECG by Correction Filter in Mobile Heart Monitoring System.

Maxim Safronov, Andrey Kuzmin, Oleg N. Bodin, Viktor Baranov, Olga Timokhina, Oleg Cheban

Proceedings of the 27th Conference of Open Innovations Association, 2020

2019

Improved CEEMDAN Based Speech Signal Analysis Algorithm for Mental Disorders Diagnostic System: Pitch Frequency Detection and Measurement.

Alan Alimuradov, Alexander Tychkov, Andrey Kuzmin, Pyotr Churakov, Alexey Ageykin, Galina Vishnevskaya

Int. J. Embed. Real Time Commun. Syst., 2019

Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks.

Andrey Kuzmin, Markus Nagel, Saurabh Pitre, Sandeep Pendyam, Tijmen Blankevoort, Max Welling

CoRR, 2019

Mobile ECG Monitoring Device with Bioimpedance Measurement and Analysis.

Maxim Safronov, Andrey Kuzmin, Oleg N. Bodin, Viktor Baranov, Alexey Trofimov, Alexander Tychkov

Proceedings of the 24th Conference of Open Innovations Association, 2019

2018

Set2Model networks: Learning discriminatively to learn generative models.

Alexander Vakhitov, Andrey Kuzmin, Victor S. Lempitsky

Comput. Vis. Image Underst., 2018

HHT-based Analysis of ECG Signals of Patients with Borderline Mental Disorders.

Alexander Tychkov, Andrey Kuzmin, Alan Alimuradov, Alexey Ageykin, Vladimir Kalistratov, Svetlana Mitroshina

Proceedings of the 22nd Conference of Open Innovations Association, 2018

2017

End-to-End learning of cost-volume aggregation for real-time dense stereo.

Andrey Kuzmin, Dmitry Mikushin, Victor S. Lempitsky

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Investigation of models for prognosis of critical values of non-invasive electrophysiological parameters of pregnant women with abnormalities of heart rate.

Maxim Mitrokhin, Andrey Kuzmin, Nikita Dyatlov, Fagim Rakhmatullov, Natalia Mitrokhina, Alan Alimuradov, Alexander Tychkov

Proceedings of the 21st Conference of Open Innovations Association, 2017

Mobile ECG monitoring system prototype and wavelet-based arrhythmia detection.

Andrey Kuzmin, Maxim Safronov, Oleg N. Bodin, Sergey Prokhorov, Anastasya Stolbova

Proceedings of the 21st Conference of Open Innovations Association, 2017

Measurement of speech signal patterns under borderline mental disorders.

Alan Alimuradov, Alexander Tychkov, Andrey Kuzmin, Pyotr Churakov, Alexey Ageykin, Galina Vishnevskaya

Proceedings of the 21st Conference of Open Innovations Association, 2017

2016

Mobile Heart Monitoring System Prototype Based on the Texas Instruments Hardware: Energy Efficiency and J-point Detection.

Andrey Kuzmin, Maxim Safronov, Oleg N. Bodin, Mikhail Petrovsky, Anton Sergeenkov

Int. J. Embed. Real Time Commun. Syst., 2016

Internet-Based Image Retrieval Using End-to-End Trained Deep Distributions.

Alexander Vakhitov, Andrey Kuzmin, Victor S. Lempitsky

CoRR, 2016

Fast low-cost single element ultrasound reflectivity tomography using angular distribution analysis.

Andrey Kuzmin, Xiang Zhang, Jonathan Fincke, Micha Feigin, Brian W. Anthony, Victor S. Lempitsky

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Device and software for mobile heart monitoring.

Andrey Kuzmin, Maxim Safronov, Oleg N. Bodin, Mikhail Petrovsky, Anton Sergeenkov

Proceedings of the 19th Conference of Open Innovations Association, 2016

Surgery scene representation in 3D simulation training SDK.

Anton Ivaschenko, Nikolay Gorbachenko, Alexandr Kolsanov, Andrey Kuzmin

Proceedings of the 18th Conference of Open Innovations Association and Seminar on Information Security and Protection of Information Technology, 2016

2015

A single element 3D ultrasound tomography system.

Xiang Zhang, Jonathan Fincke, Andrey Kuzmin, Victor S. Lempitsky, Brian W. Anthony

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

Fast Methods for Computing Selected Elements of the Green's Function in Massively Parallel Nanoelectronic Device Simulations.

Andrey Kuzmin, Mathieu Luisier, Olaf Schenk

Proceedings of the Euro-Par 2013 Parallel Processing, 2013