80 citations · 551 across the 42 of their papers we have counts for
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cs.LG2019★ 3 cited
Learning with Succinct Common Representation Based on Wyner's Common Information
J. Jon Ryu, Yoojin Choi, Young-Han Kim +2
A new bimodal generative model is proposed for generating conditional and joint samples, accompanied with a training method with learning a succinct bottleneck representation. The…
cs.LG2017★ 34 cited
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
In this paper, a novel architecture for a deep recurrent neural network, residual LSTM is introduced. A plain LSTM has an internal memory cell that can learn long term dependencies…