Dmitriy Serdyuk
Dmitriy Serdyuk
Ph.D. student at MILA, University of Montreal
Verified email at lisa.iro.umontreal.ca
TitleCited byYear
Attention-based models for speech recognition
JK Chorowski, D Bahdanau, D Serdyuk, K Cho, Y Bengio
Advances in neural information processing systems, 577-585, 2015
9612015
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
5982016
End-to-end attention-based large vocabulary speech recognition
D Bahdanau, J Chorowski, D Serdyuk, P Brakel, Y Bengio
2016 IEEE international conference on acoustics, speech and signal …, 2016
5822016
Blocks and fuel: Frameworks for deep learning
B Van Merriënboer, D Bahdanau, V Dumoulin, D Serdyuk, ...
arXiv preprint arXiv:1506.00619, 2015
1532015
Deep complex networks
C Trabelsi, O Bilaniuk, Y Zhang, D Serdyuk, S Subramanian, JF Santos, ...
arXiv preprint arXiv:1705.09792, 2017
1152017
Invariant representations for noisy speech recognition
D Serdyuk, K Audhkhasi, P Brakel, B Ramabhadran, S Thomas, Y Bengio
arXiv preprint arXiv:1612.01928, 2016
412016
Towards end-to-end spoken language understanding
D Serdyuk, Y Wang, C Fuegen, A Kumar, B Liu, Y Bengio
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
312018
Twin Networks: Matching the future for sequence generation
D Serdyuk, NR Ke, A Sordoni, A Trischler, C Pal, Y Bengio
arXiv preprint arXiv:1708.06742, 2017
29*2017
Task loss estimation for sequence prediction
D Bahdanau, D Serdyuk, P Brakel, NR Ke, J Chorowski, A Courville, ...
arXiv preprint arXiv:1511.06456, 2015
222015
Fortified networks: Improving the robustness of deep networks by modeling the manifold of hidden representations
A Lamb, J Binas, A Goyal, D Serdyuk, S Subramanian, I Mitliagkas, ...
arXiv preprint arXiv:1804.02485, 2018
152018
MaD TwinNet: Masker-denoiser architecture with twin networks for monaural sound source separation
K Drossos, SI Mimilakis, D Serdyuk, G Schuller, T Virtanen, Y Bengio
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
102018
Unsupervised adversarial domain adaptation for acoustic scene classification
S Gharib, K Drossos, E Çakir, D Serdyuk, T Virtanen
arXiv preprint arXiv:1808.05777, 2018
62018
Twin regularization for online speech recognition
M Ravanelli, D Serdyuk, Y Bengio
arXiv preprint arXiv:1804.05374, 2018
52018
Bayesian rating systems with additional information on tournament results
SI Nikolenko, DV Serdyuk, AV Sirotkin
Trudy SPIIRAN 22, 189-204, 2012
5*2012
Multi-Class Few Shot Learning Task and Controllable Environment
D Serdyuk, N Rostamzadeh, PO Pinheiro, B Oreshkin, Y Bengio
2019
DASED: A Multi-Domain Dataset for Sound Event Detection Domain Adaptation
K Drossos, S Gharib, D Serdyuk, T Virtanen
2018
БАЙЕСОВСКИЕ РЕЙТИНГ-СИСТЕМЫ С УЧ ТОМ ДОПОЛНИТЕЛЬНОЙ ИНФОРМАЦИИ О РЕЗУЛЬТАТАХ
SI Nikolenko, DV Serdyuk, AV Sirotkin
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