Follow
Andrey Kuzmin
Andrey Kuzmin
Qualcomm AI Research
Verified email at qti.qualcomm.com
Title
Cited by
Cited by
Year
Fast methods for computing selected elements of the Green’s function in massively parallel nanoelectronic device simulations
A Kuzmin, M Luisier, O Schenk
Euro-Par 2013 Parallel Processing: 19th International Conference, Aachen …, 2013
1892013
Fp8 quantization: The power of the exponent
A Kuzmin, M Van Baalen, Y Ren, M Nagel, J Peters, T Blankevoort
Advances in Neural Information Processing Systems 35, 14651-14662, 2022
382022
End-to-end learning of cost-volume aggregation for real-time dense stereo
A Kuzmin, D Mikushin, V Lempitsky
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
312017
Multi-frame elastography using a handheld force-controlled ultrasound probe
A Kuzmin, AM Zakrzewski, BW Anthony, V Lempitsky
IEEE transactions on ultrasonics, ferroelectrics, and frequency control 62 …, 2015
252015
Taxonomy and evaluation of structured compression of convolutional neural networks
A Kuzmin, M Nagel, S Pitre, S Pendyam, T Blankevoort, M Welling
arXiv preprint arXiv:1912.09802, 2019
212019
A single element 3D ultrasound tomography system
X Zhang, J Fincke, A Kuzmin, V Lempitsky, B Anthony
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
132015
Cyclical Pruning for Sparse Neural Networks
S Srinivas, A Kuzmin, M Nagel, M van Baalen, A Skliar, T Blankevoort
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
122022
FP8 versus INT8 for efficient deep learning inference
M van Baalen, A Kuzmin, SS Nair, Y Ren, E Mahurin, C Patel, ...
arXiv preprint arXiv:2303.17951, 2023
112023
Simulated quantization, real power savings
M van Baalen, B Kahne, E Mahurin, A Kuzmin, A Skliar, M Nagel, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
82022
Pruning vs Quantization: Which is Better?
A Kuzmin, M Nagel, M Van Baalen, A Behboodi, T Blankevoort
Advances in Neural Information Processing Systems 36, 2024
62024
Modelling photonic crystal waveguides using finite volume method
TZ Ismagilov, AI Kuzmin
Proceedings of the International Conference Days on Diffraction 2011, 87-91, 2011
62011
Quantized Sparse Weight Decomposition for Neural Network Compression
A Kuzmin, M van Baalen, M Nagel, A Behboodi
arXiv preprint arXiv:2207.11048, 2022
22022
GPTVQ: The Blessing of Dimensionality for LLM Quantization
M van Baalen, A Kuzmin, M Nagel, P Couperus, C Bastoul, E Mahurin, ...
arXiv preprint arXiv:2402.15319, 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–13