2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.LG2022★ 2 cited
Fast matrix multiplication for binary and ternary CNNs on ARM CPU
Anton Trusov, Elena Limonova, Dmitry Nikolaev +1
Low-bit quantized neural networks are of great interest in practical applications because they significantly reduce the consumption of both memory and computational resources. Bina…
cs.CV2020
Fast Implementation of 4-bit Convolutional Neural Networks for Mobile Devices
Anton Trusov, Elena Limonova, Dmitry Slugin +2
Quantized low-precision neural networks are very popular because they require less computational resources for inference and can provide high performance, which is vital for real-t…
cs.CV2019
The Analysis of Projective Transformation Algorithms for Image Recognition on Mobile Devices
Anton Trusov, Elena Limonova
In this work we apply commonly known methods of non-adaptive interpolation (nearest pixel, bilinear, B-spline, bicubic, Hermite spline) and sampling (point sampling, supersampling,…