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cs.CL2018★ 2 cited
Nonparametric Topic Modeling with Neural Inference
Xuefei Ning, Yin Zheng, Zhuxi Jiang +3
This work focuses on combining nonparametric topic models with Auto-Encoding Variational Bayes (AEVB). Specifically, we first propose iTM-VAE, where the topics are treated as train…
cs.CL2016★ 61 cited
ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA
Song Han, Junlong Kang, Huizi Mao +9
Long Short-Term Memory (LSTM) is widely used in speech recognition. In order to achieve higher prediction accuracy, machine learning scientists have built larger and larger models.…