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Hyeonuk Sim
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 5
Top Topics
Training Patterns
Neural Network
Hessian Matrix
Steepest Descent Method
Top Venues
ISLPED
CVPR
ECCV (11)
Neural Networks
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Publications
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Jooyeon Choi
,
Hyeonuk Sim
,
Sangyun Oh
,
Sugil Lee
,
Jongeun Lee
MLogNet: A Logarithmic Quantization-Based Accelerator for Depthwise Separable Convolution.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (12) (2022)
Sangyun Oh
,
Hyeonuk Sim
,
Jounghyun Kim
,
Jongeun Lee
Non-uniform Step Size Quantization for Accurate Post-training Quantization.
ECCV (11)
(2022)
Sangyun Oh
,
Hyeonuk Sim
,
Sugil Lee
,
Jongeun Lee
Automated Log-Scale Quantization for Low-Cost Deep Neural Networks.
CVPR
(2021)
Hyeonuk Sim
,
Jooyeon Choi
,
Jongeun Lee
SparTANN: sparse training accelerator for neural networks with threshold-based sparsification.
ISLPED
(2020)
Hyeonuk Sim
,
Jongeun Lee
Cost-effective stochastic MAC circuits for deep neural networks.
Neural Networks
117 (2019)