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Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation



Virginia Adams , Sandeep Subramanian , Mike Chrzanowski , Oleksii Hrinchuk , Oleksii Kuchaiev


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NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21



Sandeep Subramanian , Oleksii Hrinchuk , Virginia Adams , Oleksii Kuchaiev

* WMT'21 news and biomedical shared task submission 

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Citrinet: Closing the Gap between Non-Autoregressive and Autoregressive End-to-End Models for Automatic Speech Recognition



Somshubra Majumdar , Jagadeesh Balam , Oleksii Hrinchuk , Vitaly Lavrukhin , Vahid Noroozi , Boris Ginsburg


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Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model



Oleksii Hrinchuk , Mariya Popova , Boris Ginsburg


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NeMo: a toolkit for building AI applications using Neural Modules



Oleksii Kuchaiev , Jason Li , Huyen Nguyen , Oleksii Hrinchuk , Ryan Leary , Boris Ginsburg , Samuel Kriman , Stanislav Beliaev , Vitaly Lavrukhin , Jack Cook , Patrice Castonguay , Mariya Popova , Jocelyn Huang , Jonathan M. Cohen

* 6 pages plus references 

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



Boris Ginsburg , Patrice Castonguay , Oleksii Hrinchuk , Oleksii Kuchaiev , Vitaly Lavrukhin , Ryan Leary , Jason Li , Huyen Nguyen , Jonathan M. Cohen

* Submitted to NeurIPS 2019 

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Catalyst.RL: A Distributed Framework for Reproducible RL Research



Sergey Kolesnikov , Oleksii Hrinchuk


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Artificial Intelligence for Prosthetics - challenge solutions



Łukasz Kidziński , Carmichael Ong , Sharada Prasanna Mohanty , Jennifer Hicks , Sean F. Carroll , Bo Zhou , Hongsheng Zeng , Fan Wang , Rongzhong Lian , Hao Tian , Wojciech Jaśkowski , Garrett Andersen , Odd Rune Lykkebø , Nihat Engin Toklu , Pranav Shyam , Rupesh Kumar Srivastava , Sergey Kolesnikov , Oleksii Hrinchuk , Anton Pechenko , Mattias Ljungström , Zhen Wang , Xu Hu , Zehong Hu , Minghui Qiu , Jun Huang , Aleksei Shpilman , Ivan Sosin , Oleg Svidchenko , Aleksandra Malysheva , Daniel Kudenko , Lance Rane , Aditya Bhatt , Zhengfei Wang , Penghui Qi , Zeyang Yu , Peng Peng , Quan Yuan , Wenxin Li , Yunsheng Tian , Ruihan Yang , Pingchuan Ma , Shauharda Khadka , Somdeb Majumdar , Zach Dwiel , Yinyin Liu , Evren Tumer , Jeremy Watson , Marcel Salathé , Sergey Levine , Scott Delp


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Generalized Tensor Models for Recurrent Neural Networks



Valentin Khrulkov , Oleksii Hrinchuk , Ivan Oseledets

* Accepted as a conference paper at ICLR 2019 

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Tensorized Embedding Layers for Efficient Model Compression



Valentin Khrulkov , Oleksii Hrinchuk , Leyla Mirvakhabova , Ivan Oseledets


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