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Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging

Dec 12, 2020
Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath


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Understanding and Exploiting Dependent Variables with Deep Metric Learning

Sep 08, 2020
Niall O' Mahony, Sean Campbell, Anderson Carvalho, Lenka Krpalkova, Gustavo Velasco-Hernandez, Daniel Riordan, Joseph Walsh

* Proceedings of the 2020 Intelligent Systems Conference (IntelliSys) Volume 1, B. R. Arai K., Kapoor S., Ed. Springer, Cham, 2020, pp. 97 to 113 

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Deep Learning vs. Traditional Computer Vision

Oct 30, 2019
Niall O' Mahony, Sean Campbell, Anderson Carvalho, Suman Harapanahalli, Gustavo Velasco-Hernandez, Lenka Krpalkova, Daniel Riordan, Joseph Walsh

* in Advances in Computer Vision Proceedings of the 2019 Computer Vision Conference (CVC). Springer Nature Switzerland AG, pp. 128-144 

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