Gakuto Kurata

Efficient Knowledge Distillation from an Ensemble of Teachers

Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata et al. · 2017 · 238 citations

Teacher Education, Efficient Knowledge Distillation, Knowledge Distillation +4

Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence

Gakuto Kurata, Bing Xiang, Bowen Zhou · 2016 · 121 citations · Full text

Natural Language Processing, Classification Method, Multiple Instance Learning +10

Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling

Gakuto Kurata, Bing Xiang, Bowen Zhou et al. · 2016 · 100 citations · Full text

English Conversational Telephone Speech Recognition by Humans and Machines

George Saon, Gakuto Kurata, Tom Sercu et al. · 2017 · 79 citations · Full text

Natural Language Processing, Engineering, Health Sciences +14

Improved Knowledge Distillation from Bi-Directional to Uni-Directional LSTM CTC for End-to-End Speech Recognition

Gakuto Kurata, Kartik Audhkhasi · 2018 · 52 citations

Engineering, Machine Learning, Spoken Language Processing +20