Oleksii Kuchaiev

发表

GraphCrunch 2: Software tool for network modeling, alignment and clustering

Aleksandar Stevanovic, Natasa Przulj, Oleksii Kuchaiev, 2011, BMC Bioinformatics.

An introduction to computational networks and the computational network toolkit (invited talk)

Geoffrey Zweig, Kaisheng Yao, Dong Yu, 2014, INTERSPEECH.

Factorization tricks for LSTM networks pdf

Boris Ginsburg, Oleksii Kuchaiev, O. Kuchaiev, 2017, ICLR.

Geometric Evolutionary Dynamics of Protein Interaction Networks

Aleksandar Stevanovic, Natasa Przulj, Oleksii Kuchaiev, 2010, Pacific Symposium on Biocomputing.

Training Deep AutoEncoders for Recommender Systems

Boris Ginsburg, Oleksii Kuchaiev, O. Kuchaiev, 2018 .

Structure of brain functional networks

Zoran Nenadic, Po T. Wang, Natasa Przulj, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Global Network Alignment

Natasa Przulj, Oleksii Kuchaiev, Natasa Przulj, 2010 .

Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq

Boris Ginsburg, Oleksii Kuchaiev, Paulius Micikevicius, 2018, 1805.10387.

Modeling and alignment of biological networks

Natasa Przulj, Oleksii Kuchaiev, 2010 .

OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models pdf

Boris Ginsburg, Oleksii Kuchaiev, Paulius Micikevicius, 2018, ArXiv.

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

Boris Ginsburg, Oleksii Kuchaiev, Huyen Nguyen, 2019, INTERSPEECH.

NeMo: a toolkit for building AI applications using Neural Modules pdf

Boris Ginsburg, Oleksii Kuchaiev, Jason Li, 2019, ArXiv.

Stochastic Gradient Descent Algorithm in the Computational Network Toolkit

Dong Yu, Oleksii Kuchaiev, Brian Guenter, 2013 .

Cross-Language Transfer Learning, Continuous Learning, and Domain Adaptation for End-to-End Automatic Speech Recognition

Boris Ginsburg, Oleksii Kuchaiev, Patrick O'Neill, 2020, 2005.04290.

Mixed Precision Training pdf

Hao Wu, David García, Erich Elsen, 2017, ICLR.

Training Deep AutoEncoders for Collaborative Filtering pdf

Boris Ginsburg, Oleksii Kuchaiev, Boris Ginsburg, 2017, ArXiv.

Integrative network alignment reveals large regions of global network similarity in yeast and human

Natasa Przulj, Oleksii Kuchaiev, Natasa Przulj, 2011, Bioinform..

Learning the Structure of Protein-Protein Interaction Networks

Natasa Przulj, Oleksii Kuchaiev, 2009, Pacific Symposium on Biocomputing.

Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks pdf

Boris Ginsburg, Oleksii Kuchaiev, Huyen Nguyen, 2019, ArXiv.

Geometric De-noising of Protein-Protein Interaction Networks

Desmond J. Higham, Natasa Przulj, Oleksii Kuchaiev, 2009, PLoS Comput. Biol..

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

Boris Ginsburg, Oleksii Kuchaiev, Yang Zhang, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

SPGISpeech: 5, 000 hours of transcribed financial audio for fully formatted end-to-end speech recognition pdf

Shinji Watanabe, Boris Ginsburg, Somshubra Majumdar, 2021, Interspeech.

Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition

Boris Ginsburg, Jing Xiao, Jianzong Wang, 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME).