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Sungho Shin

Resiliency of Deep Neural Networks under Quantization
2015 · Sung, Wonyong, Shin, Sungho, et al. · arXiv (Cornell University) · 182
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Subdermal Flexible Solar Cell Arrays for Powering Medical Electronic Implants
2016 · Kwangsun Song, Jung Hyun Han, et al. · Advanced Healthcare Materials · 154
FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks
2016 · Minjae Lee, Kyuyeon Hwang, et al. · SiPS ... design and implementation - IEEE Workshop on Signal Processing Systems · 82
Fixed-point performance analysis of recurrent neural networks
2016 · Sungho Shin, Kyuyeon Hwang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 72
Robust Skin Disease Classification by Distilling Deep Neural Network Ensemble for the Mobile Diagnosis of Herpes Zoster
2021 · Seunghyeok Back, Seongju Lee, et al. · IEEE Access · 69
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Dynamic hand gesture recognition for wearable devices with low complexity recurrent neural networks
2016 · Sungho Shin, Wonyong Sung · IEEE International Symposium on Circuits and Systems proceedings · 59
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Rapid and non-destructive spectroscopic method for classifying beef freshness using a deep spectral network fused with myoglobin information
2021 · Sungho Shin, Youngjoo Lee, et al. · Food Chemistry · 57
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Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition
2022 · Sungho Shin, Joosoon Lee, et al. · Lecture notes in computer science · 52
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Mapping of cutaneous melanoma by femtosecond laser-induced breakdown spectroscopy
2018 · Youngmin Moon, Jung Hyun Han, et al. · Journal of Biomedical Optics · 36
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Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices
2018 · Jin-Hwan Park, Yoonho Boo, et al. · neural information processing systems · 34
High spatial resolution imaging of melanoma tissue by femtosecond laser-induced breakdown spectroscopy
2021 · Jang-Hee Choi, Sungho Shin, et al. · Spectrochimica Acta Part B Atomic Spectroscopy · 33
Fixed-point optimization of deep neural networks with adaptive step size retraining
2017 · Sungho Shin, Yoonho Boo, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 33
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Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks
2021 · Boo, Yoonho, Shin, Sungho, et al. · AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 23
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Knowledge Distillation for Optimization of Quantized Deep Neural Networks
2020 · Sungho Shin, Yoonho Boo, et al. · SiPS ... design and implementation - IEEE Workshop on Signal Processing Systems · 23
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Multiple Classification with Split Learning
2020 · Jongwon Kim, Sungho Shin, et al. · International Conference on Smart Media and Applications (SMA) · 21
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Soft classification scheme with pre-cluster-based regression for identification of same-base alloys using laser-induced breakdown spectroscopy
2020 · Eden Kim, Yonghwi Kim, et al. · Chemometrics and Intelligent Laboratory Systems · 20
Self-Supervised Transfer Learning from Natural Images for Sound Classification
2021 · Sungho Shin, Jongwon Kim, et al. · Applied Sciences · 19
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3D Sensing System for Laser-Induced Breakdown Spectroscopy-Based Metal Scrap Identification
2021 · Seongyun Park, Jaepil Lee, et al. · International Journal of Precision Engineering and Manufacturing-Green Technology · 17
Weighted-averaging-based classification of laser-induced breakdown spectroscopy measurements using most informative spectral lines
2019 · Ekta SRIVASTAVA, Hyemin JANG, et al. · Plasma Science and Technology · 17
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Quantized Neural Networks: Characterization and Holistic Optimization
2020 · Yoonho Boo, Sungho Shin, et al. · SiPS ... design and implementation - IEEE Workshop on Signal Processing Systems · 15
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Adversarial Data Augmentation and Transfer Net for Scrap Metal Identification Using Laser-Induced Breakdown Spectroscopy Measurement of Standard Reference Materials
2023 · Ekta Srivastava, Hyebin Kim, et al. · Applied Spectroscopy · 14
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Improvement in classification accuracy of stainless steel alloys by laser-induced breakdown spectroscopy based on elemental intensity ratio analysis
2020 · Sungho SHIN, Youngmin MOON, et al. · Plasma Science and Technology · 13
Memorization Capacity of Deep Neural Networks under Parameter Quantization
2019 · Yoonho Boo, Sungho Shin, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 11
Elemental analysis of tissue pellets for the differentiation of epidermal lesion and normal skin by laser-induced breakdown spectroscopy
2016 · Youngmin Moon, Jung Hyun Han, et al. · Biomedical Optics Express · 11
Bacterial Colony Phenotyping with Hyperspectral Elastic Light Scattering Patterns
2023 · Iyll-Joon Doh, Diana Vanessa Sarria Zuniga, et al. · Sensors · 8
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Works count: 62
Citation count: 1,176
H-index: 17
I10-index: 24
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