Andrey Malinin
Andrey Malinin
PhD Student, Machine Learning and Speech Recognition, University of Cambridge
Verified email at cam.ac.uk
TitleCited byYear
Predictive uncertainty estimation via prior networks
A Malinin, M Gales
Advances in Neural Information Processing Systems, 7047-7058, 2018
622018
Off-topic response detection for spontaneous spoken english assessment
A Malinin, R Van Dalen, K Knill, Y Wang, M Gales
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
92016
Incorporating uncertainty into deep learning for spoken language assessment
A Malinin, A Ragni, K Knill, M Gales
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
82017
Towards automatic assessment of spontaneous spoken English
Y Wang, MJF Gales, KM Knill, K Kyriakopoulos, A Malinin, RC van Dalen, ...
Speech Communication 104, 47-56, 2018
72018
An attention based model for off-topic spontaneous spoken response detection: An Initial Study
A Malinin, K Knill, A Ragni, Y Wang, MJF Gales
7th ISCA Workshop on Speech and Language Technology in Education (SLaTE …, 2017
62017
Impact of ASR performance on free speaking language assessment
K Knill, M Gales, K Kyriakopoulos, A Malinin, A Ragni, Y Wang, A Caines
Interspeech 2018, 1641-1645, 2018
52018
Reverse kl-divergence training of prior networks: Improved uncertainty and adversarial robustness
A Malinin, M Gales
Advances in Neural Information Processing Systems, 14520-14531, 2019
42019
Ensemble distribution distillation
A Malinin, B Mlodozeniec, M Gales
arXiv preprint arXiv:1905.00076, 2019
32019
A hierarchical attention based model for off-topic spontaneous spoken response detection
A Malinin, K Knill, MJF Gales
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
32017
Improved Auto-Marking Confidence for Spoken Language Assessment
M Del Vecchio, A Malinin, MJF Gales
2018 IEEE Spoken Language Technology Workshop (SLT), 957-963, 2018
12018
Prior networks for detection of adversarial attacks
A Malinin, M Gales
arXiv preprint arXiv:1812.02575, 2018
12018
Uncertainty in Structured Prediction
A Malinin, M Gales
arXiv preprint arXiv:2002.07650, 2020
2020
Ensemble Distribution Distillation
M Gales, A Malinin, B Mlodozeniec
2020
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness
M Gales, A Malinin
2019
Uncertainty Estimation in Deep Learning with application to Spoken Language Assessment
A Malinin
University of Cambridge, 2019
2019
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Articles 1–15