701 citations · 1.1k across the 18 of their papers we have counts for
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cs.LG2020
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks
Yoonho Boo, Sungho Shin, Jungwook Choi +1
The quantization of deep neural networks (QDNNs) has been actively studied for deployment in edge devices. Recent studies employ the knowledge distillation (KD) method to improve t…
cs.ET2020★ 1 cited
Hardware and software co-optimization for the initialization failure of the ReRAM based cross-bar array
Youngseok Kim, Seyoung Kim, Chun-chen Yeh +2
Recent advances in deep neural network demand more than millions of parameters to handle and mandate the high-performance computing resources with improved efficiency. The cross-ba…