479 citations · 827 across the 35 of their papers we have counts for
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cs.OH2017★ 15 cited
DeepPicar: A Low-cost Deep Neural Network-based Autonomous Car
Michael G. Bechtel, Elise McEllhiney, Minje Kim +1
We present DeepPicar, a low-cost deep neural network based autonomous car platform. DeepPicar is a small scale replication of a real self-driving car called DAVE-2 by NVIDIA. DAVE-…
cs.SD2017
Bitwise Source Separation on Hashed Spectra: An Efficient Posterior Estimation Scheme Using Partial Rank Order Metrics
Lijiang Guo, Minje Kim
This paper proposes an efficient bitwise solution to the single-channel source separation task. Most dictionary-based source separation algorithms rely on iterative update rules du…
cs.SD2017
Collaborative Deep Learning for Speech Enhancement: A Run-Time Model Selection Method Using Autoencoders
Minje Kim
We show that a Modular Neural Network (MNN) can combine various speech enhancement modules, each of which is a Deep Neural Network (DNN) specialized on a particular enhancement job…