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Oleksii Hrinchuk
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2020 – today
- 2024
- [c10]Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg:
SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation. ICASSP 2024: 13521-13525 - [i18]Krishna C. Puvvada, Piotr Zelasko, He Huang, Oleksii Hrinchuk, Nithin Rao Koluguri, Kunal Dhawan
, Somshubra Majumdar, Elena Rastorgueva, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg:
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. CoRR abs/2406.19674 (2024) - [i17]Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg:
BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5. CoRR abs/2406.19954 (2024) - [i16]Nithin Rao Koluguri, Travis M. Bartley, Hainan Xu, Oleksii Hrinchuk, Jagadeesh Balam, Boris Ginsburg, Georg Kucsko:
Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation. CoRR abs/2409.05601 (2024) - [i15]Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg:
Chain-of-Thought Prompting for Speech Translation. CoRR abs/2409.11538 (2024) - [i14]Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg:
EMMeTT: Efficient Multimodal Machine Translation Training. CoRR abs/2409.13523 (2024) - 2023
- [c9]Sarthak Mittal, Oleksii Hrinchuk, Oleksii Kuchaiev:
Leveraging Synthetic Targets for Machine Translation. ACL (Findings) 2023: 9365-9379 - [c8]Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg:
Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition. ASRU 2023: 1-8 - [c7]Oleksii Hrinchuk, Vladimir Bataev
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023. IWSLT@ACL 2023: 442-448 - [i13]Dima Rekesh, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Ankur Kumar, Boris Ginsburg:
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition. CoRR abs/2305.05084 (2023) - [i12]Sarthak Mittal, Oleksii Hrinchuk, Oleksii Kuchaiev:
Leveraging Synthetic Targets for Machine Translation. CoRR abs/2305.06155 (2023) - [i11]Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg:
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation. CoRR abs/2310.09424 (2023) - 2022
- [c6]Oleksii Hrinchuk, Vahid Noroozi, Ashwinkumar Ganesan, Sarah Campbell, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev:
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022. IWSLT@ACL 2022: 225-231 - [i10]Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev:
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation. CoRR abs/2206.01137 (2022) - 2021
- [c5]Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev:
NVIDIA NeMo's Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21. WMT@EMNLP 2021: 197-204 - [i9]Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev:
NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21. CoRR abs/2111.08634 (2021) - 2020
- [c4]Oleksii Hrinchuk, Valentin Khrulkov, Leyla Mirvakhabova, Elena Orlova, Ivan V. Oseledets:
Tensorized Embedding Layers. EMNLP (Findings) 2020: 4847-4860 - [c3]Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg:
Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model. ICASSP 2020: 7074-7078
2010 – 2019
- 2019
- [c2]Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets:
Generalized Tensor Models for Recurrent Neural Networks. ICLR (Poster) 2019 - [i8]Valentin Khrulkov, Oleksii Hrinchuk, Leyla Mirvakhabova, Ivan V. Oseledets:
Tensorized Embedding Layers for Efficient Model Compression. CoRR abs/1901.10787 (2019) - [i7]Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets:
Generalized Tensor Models for Recurrent Neural Networks. CoRR abs/1901.10801 (2019) - [i6]Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hong-cheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, 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 D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp:
Artificial Intelligence for Prosthetics - challenge solutions. CoRR abs/1902.02441 (2019) - [i5]Sergey Kolesnikov, Oleksii Hrinchuk:
Catalyst.RL: A Distributed Framework for Reproducible RL Research. CoRR abs/1903.00027 (2019) - [i4]Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Jonathan M. Cohen:
Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks. CoRR abs/1905.11286 (2019) - [i3]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:
NeMo: a toolkit for building AI applications using Neural Modules. CoRR abs/1909.09577 (2019) - [i2]Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg:
Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model. CoRR abs/1910.10697 (2019) - 2018
- [j1]Andrey Somov, Dmitrii G. Shadrin
Pervasive Agriculture: IoT-Enabled Greenhouse for Plant Growth Control. IEEE Pervasive Comput. 17(4): 65-75 (2018) - 2017
- [c1]Alexander Fonarev, Oleksii Hrinchuk, Gleb Gusev, Pavel Serdyukov, Ivan V. Oseledets
Riemannian Optimization for Skip-Gram Negative Sampling. ACL (1) 2017: 2028-2036 - [i1]Alexander Fonarev, Oleksii Hrinchuk, Gleb Gusev, Pavel Serdyukov, Ivan V. Oseledets:
Riemannian Optimization for Skip-Gram Negative Sampling. CoRR abs/1704.08059 (2017)
Coauthor Index
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