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 | 63 | 2018 |
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 | 62 | 2019 |
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 | 59 | 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 | 49* | 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 | 45 | 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 | 26 | 2020 |
Generalized Tensor Models for Recurrent Neural Networks V Khrulkov, O Hrinchuk, I Oseledets International Conference on Learning Representations (ICLR), 2019, 2018 | 20 | 2018 |
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 | 17 | 2021 |
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 | 12 | 2017 |
Catalyst. RL: a distributed framework for reproducible RL research S Kolesnikov, O Hrinchuk arXiv preprint arXiv:1903.00027, 2019 | 5 | 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 | 3 | 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 | 1 | 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 | | 2022 |