Boris Ginsburg

Mixed Precision Training

Paulius Micikevicius, Sharan Narang, Jonah Alben et al. · arXiv (Cornell University) · 2017 · 865 citations · Full text

Artificial Intelligence, Neural Scaling Law, Convolutional Neural Network +15

Large Batch Training of Convolutional Networks

Yang You, Igor Gitman, Boris Ginsburg · arXiv (Cornell University) · 2017 · 508 citations · Full text

Batch Size, Convolutional Neural Network, Machine Vision +13

Quartznet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions

Samuel Kriman, Stanislav Beliaev, Boris Ginsburg et al. · 2020 · 274 citations

Time-channel Separable Convolutions, Automatic Speech Recognition, Machine Learning +13

Scaling SGD Batch Size to 32K for ImageNet Training.

Yang You, Igor Gitman, Boris Ginsburg · arXiv (Cornell University) · 2017 · 225 citations · Full text

Jasper: An End-to-End Convolutional Neural Acoustic Model

Jason Li, Vitaly Lavrukhin, Boris Ginsburg et al. · 2019 · 213 citations

Engineering, Machine Learning, Batch Normalization +17