70 citations · 166 across the 6 of their papers we have counts for
3 papers · 1 filter
ParaDiS: Parallelly Distributable Slimmable Neural Networks
Alexey Ozerov, Anne Lambert, Suresh Kirthi Kumaraswamy
When several limited power devices are available, one of the most efficient ways to make profit of these resources, while reducing the processing latency and communication load, is…
Inplace knowledge distillation with teacher assistant for improved training of flexible deep neural networks
Alexey Ozerov, Ngoc Duong
Deep neural networks (DNNs) have achieved great success in various machine learning tasks. However, most existing powerful DNN models are computationally expensive and memory deman…
Self-Supervised VQ-VAE for One-Shot Music Style Transfer
Ondřej Cífka, Alexey Ozerov, Umut Şimşekli +1
Neural style transfer, allowing to apply the artistic style of one image to another, has become one of the most widely showcased computer vision applications shortly after its intr…