Oleksii Hrinchuk
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Nemo: a toolkit for building ai applications using neural modules
O Kuchaiev, J Li, H Nguyen, O Hrinchuk, R Leary, B Ginsburg, S Kriman, ...
arXiv preprint arXiv:1909.09577, 2019
Pervasive Agriculture: IoT-Enabled Greenhouse for Plant Growth Control
A Somov, D Shadrin, I Fastovets, A Nikitin, S Matveev, I Oseledets, ...
IEEE Pervasive Computing Magazine 17 (4), 65-75, 2018
Stochastic gradient methods with layer-wise adaptive moments for training of deep networks
B Ginsburg, P Castonguay, O Hrinchuk, O Kuchaiev, V Lavrukhin, R Leary, ...
arXiv preprint arXiv:1905.11286, 2019
Tensorized embedding layers
O Hrinchuk, V Khrulkov, L Mirvakhabova, E Orlova, I Oseledets
Findings of the Association for Computational Linguistics: EMNLP 2020, 4847-4860, 2020
Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model
O Hrinchuk, M Popova, B Ginsburg
International Conference on Acoustics, Speech, and Signal Processing (ICASSP …, 2019
Artificial intelligence for prosthetics: Challenge solutions
Ł Kidziński, C Ong, SP Mohanty, J Hicks, S Carroll, B Zhou, H Zeng, ...
The NeurIPS'18 Competition, 69-128, 2020
Citrinet: Closing the gap between non-autoregressive and autoregressive end-to-end models for automatic speech recognition
S Majumdar, J Balam, O Hrinchuk, V Lavrukhin, V Noroozi, B Ginsburg
arXiv preprint arXiv:2104.01721, 2021
Generalized Tensor Models for Recurrent Neural Networks
V Khrulkov, O Hrinchuk, I Oseledets
International Conference on Learning Representations (ICLR), 2019, 2018
Riemannian Optimization for Skip-Gram Negative Sampling
A Fonarev, O Hrinchuk, G Gusev, P Serdyukov, I Oseledets
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
Catalyst. RL: a distributed framework for reproducible RL research
S Kolesnikov, O Hrinchuk
arXiv preprint arXiv:1903.00027, 2019
NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21
S Subramanian, O Hrinchuk, V Adams, O Kuchaiev
arXiv preprint arXiv:2111.08634, 2021
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022
O Hrinchuk, V Noroozi, A Ganesan, S Campbell, S Subramanian, ...
Proceedings of the 19th International Conference on Spoken Language …, 2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation
V Adams, S Subramanian, M Chrzanowski, O Hrinchuk, O Kuchaiev
arXiv preprint arXiv:2206.01137, 2022
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