Sang Woo Kim

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 74

Top Venues

Publications

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
On the ideal number of groups for isometric gradient propagation. Neurocomputing 573 (2024)
Hyeyeon Choi, Jong Pil Yun, Bum Jun Kim, Hyeonah Jang, WooSang Shin, Sang Woo Kim
Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data. J. Ind. Inf. Integr. 38 (2024)
Bum Jun Kim, Yoshinobu Kawahara, Sang Woo Kim
The Disappearance of Timestep Embedding in Modern Time-Dependent Neural Networks. CoRR (2024)
Bum Jun Kim, Sang Woo Kim
Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers. CoRR (2024)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Bum Jun Kim, Sang Woo Kim
Scale Equalization for Multi-Level Feature Fusion. CoRR (2024)
Hyeonah Jang, Hyeyeon Choi, Bum Jun Kim, Sang Woo Kim, Gyogwon Koo
Two-Stage Billet Identification Number Recognition Using Label Distribution. IEEE Access 11 (2023)
Bum Jun Kim, Hyeonah Jang, Sang Woo Kim
Analysis of NaN Divergence in Training Monocular Depth Estimation Model. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Dead pixel test using effective receptive field. Pattern Recognit. Lett. 167 (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
On the Ideal Number of Groups for Isometric Gradient Propagation. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields. BMVC (2023)
Heonkook Kim, Hojin Lee, Seongyun Kim, Sang Woo Kim
Attention Recurrent Neural Network-Based Severity Estimation Method for Early-Stage Fault Diagnosis in Robot Harness Cable. Sensors 23 (11) (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Smooth momentum: improving lipschitzness in gradient descent. Appl. Intell. 53 (11) (2023)
Bum Jun Kim, Gyogwon Koo, Hyeyeon Choi, Sang Woo Kim
Extending class activation mapping using Gaussian receptive field. Comput. Vis. Image Underst. 231 (2023)
Minjun Park, Youngbin Song, Shina Park, Sang Woo Kim
Data-Driven Capacity Estimation of Li-Ion Batteries Using Constant Current Charging at Various Ambient Temperatures. IEEE Access 11 (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Improved robustness of vision transformers via prelayernorm in patch embedding. Pattern Recognit. 141 (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Donggeon Lee, Sang Woo Kim
How to Use Dropout Correctly on Residual Networks with Batch Normalization. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Donggeon Lee, Sang Woo Kim
How to use dropout correctly on residual networks with batch normalization. UAI (2023)
Mingi Cho, Jaepil Ban, Minseok Seo, Sang Woo Kim
Neural network MPC for heating section of annealing furnace. Expert Syst. Appl. 223 (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks. CoRR (2023)
Hyeyun Jeong, Hojin Lee, Seongyun Kim, Sang Woo Kim
Interturn Short Fault Diagnosis Using Magnitude and Phase of Currents in Permanent Magnet Synchronous Machines. Sensors 22 (12) (2022)
Heonkook Kim, Hojin Lee, Sang Woo Kim
Current Only-Based Fault Diagnosis Method for Industrial Robot Control Cables. Sensors 22 (5) (2022)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks. CoRR (2022)
Hojin Lee, Jaepil Ban, Sang Woo Kim
Microgrid Optimal Scheduling Incorporating Remaining Useful Life and Performance Degradation of Distributed Generators. IEEE Access 10 (2022)
Hojin Lee, Hyeyun Jeong, Seongyun Kim, Sang Woo Kim
Severity Estimation for Interturn Short-Circuit and Demagnetization Faults through Self-Attention Network. Sensors 22 (12) (2022)
Hyeyeon Choi, Jong Pil Yun, Bum Jun Kim, Hyeonah Jang, Sang Woo Kim
Attention-Based Multimodal Image Feature Fusion Module for Transmission Line Detection. IEEE Trans. Ind. Informatics 18 (11) (2022)
Yeon Tak Kim, Bum Jun Kim, Sang Woo Kim
Multi-Level Stacked Regression for predicting electricity consumption of Hot Rolling Mill. Expert Syst. Appl. 201 (2022)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Dead Pixel Test Using Effective Receptive Field. CoRR (2021)
Heonkook Kim, Hyeyun Jeong, Hojin Lee, Sang Woo Kim
Online and Offline Diagnosis of Motor Power Cables Based on 1D CNN and Periodic Burst Signal Injection. Sensors 21 (17) (2021)
Hojin Lee, Hyeyun Jeong, Gyogwon Koo, Jaepil Ban, Sang Woo Kim
Attention Recurrent Neural Network-Based Severity Estimation Method for Interturn Short-Circuit Fault in Permanent Magnet Synchronous Machines. IEEE Trans. Ind. Electron. 68 (4) (2021)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Improved Robustness of Vision Transformer via PreLayerNorm in Patch Embedding. CoRR (2021)
Seongyun Kim, Hyeyun Jeong, Hojin Lee, Sang Woo Kim
Detection of Inter-turn Short Circuit Faults in Permanent Magnet Synchronous Motors with Multistrands Windings. IECON (2021)
Hyeyeon Choi, Gyogwon Koo, Bum Jun Kim, Sang Woo Kim
Weakly supervised power line detection algorithm using a recursive noisy label update with refined broken line segments. Expert Syst. Appl. 165 (2021)
Gyogwon Koo, Jong Pil Yun, Hyeyeon Choi, Sang Woo Kim
Unified deep neural networks for end-to-end recognition of multi-oriented billet identification number. Expert Syst. Appl. 168 (2021)
Minseok Seo, Jaepil Ban, Mingi Cho, Bae Young Koo, Sang Woo Kim
Low-Order Model Identification and Adaptive Observer-Based Predictive Control for Strip Temperature of Heating Section in Annealing Furnace. IEEE Access 9 (2021)
Jaepil Ban, Minseok Seo, Taedong Goh, Hyeyun Jeong, Sang Woo Kim
Improved co-design of event-triggered dynamic output feedback controllers for linear systems. Autom. 111 (2020)
Youngbin Song, Minjun Park, Minhwan Seo, Sang Woo Kim
Online State-of-Charge Estimation for Lithium-Ion Batteries Considering Model Inaccuracies Under Time-Varying Current Conditions. IEEE Access 8 (2020)
Minseok Seo, Jaepil Ban, Bae Young Koo, Sang Woo Kim
Static Model Identification for Sendzimir Rolling Mill Using Noise Corrupted Operation Data. IEEE Access 8 (2020)
Chihoon Song, Sang Woo Kim, Young-Woo Sohn
Acceptance of public cloud storage services in South Korea: A multi-group analysis. Int. J. Inf. Manag. 51 (2020)
Bum Jun Kim, Gyogwon Koo, Hyeyeon Choi, Sang Woo Kim
Extending Class Activation Mapping Using Gaussian Receptive Field. CoRR (2020)
Minjun Park, Minhwan Seo, Youngbin Song, Sang Woo Kim
Capacity Estimation of Li-Ion Batteries Using Constant Current Charging Voltage With Multilayer Perceptron. IEEE Access 8 (2020)
Minho Choi, Minseok Seo, Jun Seong Lee, Sang Woo Kim
Fuzzy support vector machine-based personalizing method to address the inter-subject variance problem of physiological signals in a driver monitoring system. Artif. Intell. Medicine 105 (2020)
Minhwan Seo, Minjun Park, Youngbin Song, Sang Woo Kim
Online Detection of Soft Internal Short Circuit in Lithium-Ion Batteries at Various Standard Charging Ranges. IEEE Access 8 (2020)
Jun Seong Lee, Sang Jun Lee, Minho Choi, Minseok Seo, Sang Woo Kim
QRS detection method based on fully convolutional networks for capacitive electrocardiogram. Expert Syst. Appl. 134 (2019)
Hyeyeon Choi, Gyogwon Koo, Bum Jun Kim, Sang Woo Kim
Real-time Power Line Detection Network using Visible Light and Infrared Images. IVCNZ (2019)
Minjun Park, Minhwan Seo, Youngbin Song, Sang Woo Kim
Capacity Estimation of Li-ion battery using Constant Current Charging Voltage. APCCAS (2019)
Gyogwon Koo, Crino Shin, Hyeyeon Choi, Jong-Hak Lee, Sang Woo Kim, Jong Pil Yun
Automated Brittle Fracture Rate Estimator for Steel Property Evaluation Using Deep Learning After Drop-Weight Tear Test. IEEE Access 7 (2019)
Sang Jun Lee, Sang Woo Kim, Wookyong Kwon, Gyogwon Koo, Jong Pil Yun
Selective Distillation of Weakly Annotated GTD for Vision-Based Slab Identification System. IEEE Access 7 (2019)
Minseok Seo, Jun Seong Lee, Sang Woo Kim, Minho Choi
Adaptive Noise Reduction of Multichannel Signals Obtained by Capacitive ECG Sensors. ICFSP (2018)
Hee Pyung Park, Sang Woo Kim, Joong-Won Shin, Won-Ju Cho, Jong Tae Park
Effects of the compositional ratios of sputtering target on the device performance and instability in amorphous InGaZnO thin film transistors. Microelectron. Reliab. (2018)
Sang Jun Lee, Sang Woo Kim, Wookyong Kwon, Gyogwon Koo, Jong Pil Yun
Selective Distillation of Weakly Annotated GTD for Vision-based Slab Identification System. CoRR (2018)
Seung Hun Kim, Gyogwon Koo, Jae Jin Jeong, Sang Woo Kim
An adjusting-block based convex combination algorithm for identifying block-sparse system. Signal Process. 143 (2018)
Minseok Seo, Minho Choi, Jun Seong Lee, Sang Woo Kim
Adaptive Noise Reduction Algorithm to Improve R Peak Detection in ECG Measured by Capacitive ECG Sensors. Sensors 18 (7) (2018)
Jun Seong Lee, Minseok Seo, Sang Woo Kim, Minho Choi
Fetal QRS Detection Based on Convolutional Neural Networks in Noninvasive Fetal Electrocardiogram. ICFSP (2018)
Minho Choi, Gyogwon Koo, Minseok Seo, Sang Woo Kim
Wearable Device-Based System to Monitor a Driver's Stress, Fatigue, and Drowsiness. IEEE Trans. Instrum. Meas. 67 (3) (2018)
Eunsung Lee, Sang Woo Kim
Non-interactive Conditional Proxy Re-Signature in the Standard Model. Comput. J. 61 (12) (2018)
Seokbae Moon, Hyeyun Jeong, Hojin Lee, Sang Woo Kim
Detection and Classification of Demagnetization and Interturn Short Faults of IPMSMs. IEEE Trans. Ind. Electron. 64 (12) (2017)
Sang Jun Lee, Sang Woo Kim
Localization of the slab information in factory scenes using deep convolutional neural networks. Expert Syst. Appl. 77 (2017)
Sang Jun Lee, Gyogwon Koo, Hyeyeon Choi, Sang Woo Kim
Transfer learning of a deep convolutional neural network for localizing handwritten slab identification numbers. MVA (2017)
Kyuhwan Kim, Seung Hun Kim, Gyogwon Koo, Minseok Seo, Sang Woo Kim
Blind Decision Feedback Equalizer for Holographic Versatile Disc. ICINCO (1) (2017)
Minho Choi, Sang Woo Kim
Driver's movement monitoring system using capacitive ECG sensors. GCCE (2017)
Hyeyun Jeong, Seokbae Moon, Sang Woo Kim
An Early Stage Interturn Fault Diagnosis of PMSMs by Using Negative-Sequence Components. IEEE Trans. Ind. Electron. 64 (7) (2017)
Sang Jun Lee, Jong Pil Yun, Hyeyeon Choi, Wookyong Kwon, Gyogwon Koo, Sang Woo Kim
Weakly supervised learning with convolutional neural networks for power line localization. SSCI (2017)
Sang Jun Lee, Jong Pil Yun, Gyogwon Koo, Sang Woo Kim
End-to-end recognition of slab identification numbers using a deep convolutional neural network. Knowl. Based Syst. 132 (2017)
Minho Choi, Sang Woo Kim
Online SVM-based personalizing method for the drowsiness detection of drivers. EMBC (2017)
Sang Jun Lee, Sang Woo Kim
Recognition of Slab Identification Numbers Using a Deep Convolutional Neural Network. ICMLA (2016)
Seung Hun Kim, Jae Jin Jeong, Gyogwon Koo, Sang Woo Kim
Robust convex combination of affine projection-type algorithms using an impulsive noise indicator. Signal Process. 129 (2016)
Seokbae Moon, Hyeyun Jeong, Sang Woo Kim
Interturn short fault diagnosis of a PMSM using voltage residual components. IECON (2016)
Minho Choi, Jae Jin Jeong, Seung Hun Kim, Sang Woo Kim
Reduction of Motion Artifacts and Improvement of R Peak Detecting Accuracy Using Adjacent Non-Intrusive ECG Sensors. Sensors 16 (5) (2016)
Hyeyun Jeong, Seokbae Moon, Jewon Lee, Sang Woo Kim
Inter-turn short fault diagnosis of permanent magnet synchronous machines using negative sequence components. ICIT (2016)
Seokbae Moon, Jewon Lee, Hyeyun Jeong, Sang Woo Kim
Demagnetization Fault Diagnosis of a PMSM Based on Structure Analysis of Motor Inductance. IEEE Trans. Ind. Electron. 63 (6) (2016)
Gyogwon Koo, Jae Jin Jeong, Seung Hun Kim, Sang Woo Kim
Adaptive combination with improved performance for sparse system. ICIT (2016)
Jae Jin Jeong, Seung Hun Kim, Gyogwon Koo, Sang Woo Kim
Mean-Square Deviation Analysis of Multiband-Structured Subband Adaptive Filter Algorithm. IEEE Trans. Signal Process. 64 (4) (2016)
Jae Jin Jeong, Keunhwi Koo, Gyogwon Koo, Sang Woo Kim
Steady-state mean-square deviation analysis of improved normalized subband adaptive filter. Signal Process. 106 (2015)
Seokbae Moon, Jewon Lee, Sang Woo Kim
Demagnetization fault diagnosis of PMSM based on analytic inductance calculation. ECC (2015)
Jewon Lee, Seokbae Moon, Hyeyun Jeong, Sang Woo Kim
Robust Diagnosis Method Based on Parameter Estimation for an Interturn Short-Circuit Fault in Multipole PMSM under High-Speed Operation. Sensors 15 (11) (2015)
Taedong Goh, Daehyun Kim, Jae Jin Jeong, Minjun Park, Sang Woo Kim
Robust observer for state-of-charge estimation of li-ion battery with uncertainties. ASCC (2015)
Jae Jin Jeong, Seung Hun Kim, Gyogwon Koo, Sang Woo Kim
Sign Subband Adaptive Filter with Selection of Number of Subbands. ICINCO (1) (2015)
Seung Hun Kim, Jae Jin Jeong, Jong Hyun Choi, Sang Woo Kim
Variable step-size affine projection sign algorithm using selective input vectors. Signal Process. 115 (2015)
Seung Hun Kim, Jae Jin Jeong, Gyogwon Koo, Sang Woo Kim
Robust Affine Projection Algorithm using Selectively Shrunk Error Component. ICINCO (1) (2015)
Kyuhwan Kim, Jae Jin Jeong, Baek Lee, Byungkyu Jung, Sang Woo Kim
Phase stability index of AC furnace Arc based on RMS and THD. ISIE (2014)
Jae Jin Jeong, Keunhwi Koo, Gyogwon Koo, Sang Woo Kim
Variable regularization for normalized subband adaptive filter. Signal Process. 104 (2014)
Seung Hun Kim, Jae Jin Jeong, Gyogwon Koo, Sang Woo Kim
Variable step-size affine projection algorithm for a non-stationary system. DSP (2014)
Taedong Goh, Sang Woo Kim
Eyes-free text entry interface based on contact area for people with visual impairment. UIST (Adjunct Volume) (2014)
Jae Jin Jeong, Gyogwon Koo, Seung Hun Kim, Sang Woo Kim
Regularization parameter of normalized subband adaptive filter. ISIE (2014)
Jong Hyun Choi, Seung Hun Kim, Sang Woo Kim
Adaptive combination of affine projection and NLMS algorithms. Signal Process. 100 (2014)
Jewon Lee, Yong-Ju Jeon, Doo-Chul Choi, Seung Hun Kim, Sang Woo Kim
Demagnetization fault diagnosis method for PMSM of electric vehicle. IECON (2013)
Hyeonwoo Cho, Jewon Lee, Daehyun Kim, Sang Woo Kim
Observability-Based Selection Criterion for Anchor Nodes in Multiple-Cell Localization. IEEE Trans. Ind. Electron. 60 (10) (2013)
Soo-Yong Kim, Chaehag Yi, Tomas Scherrer, Suk Won Kim, Keunhwi Koo, Sang Woo Kim
Real-time adjustment of power management policy for a time-based power control architecture. IECON (2013)
Hyeonwoo Cho, Sang Woo Kim
An anti-collision algorithm for localization of multiple chirp-spread-spectrum nodes. Expert Syst. Appl. 39 (10) (2012)
SungHoo Choi, Jong Pil Yun, Keunhwi Koo, Sang Woo Kim
Localizing slab identification numbers in factory scene images. Expert Syst. Appl. 39 (9) (2012)
Soo-Yong Kim, Keunhwi Koo, Jung Rae Ryoo, Sang Woo Kim
Design for layer jump in optical disc drives using internal state manipulation. IEEE Trans. Consumer Electron. 58 (4) (2012)
Jae Jin Jeong, Keunhwi Koo, Gyu Tae Choi, Sang Woo Kim
A Variable Step Size for Normalized Subband Adaptive Filters. IEEE Signal Process. Lett. 19 (12) (2012)
Gyu Tae Choi, Jewon Lee, Minho Choi, Sang Woo Kim
Improvement of Extraction Method for Inter-turn Fault Detection in IPMSM under Transient Conditions. ICINCO (2) (2012)
Hyeonwoo Cho, Jewon Lee, Daehyun Kim, Sang Woo Kim
Localization based on two-stage treatment for dealing with noisy and biased distance measurements. EURASIP J. Adv. Signal Process. 2012 (2012)
Jae Jin Jeong, Kyuhwan Kim, Sang Woo Kim
Subband adaptive filter algorithm based on normalized least mean fourth criterion. ICSPCS (2012)
Youngsu Park, Jong-Wook Kim, Jo-Hwan Kim, Sang Woo Kim
New Encoding Method of Parameter for Dynamic Encoding Algorithm for Searches (DEAS). IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (9) (2011)
Jae Jin Jeong, Sang Woo Kim
Exponential normalized sign algorithm for system identification. ICICS (2011)
Hyeonwoo Cho, Jewon Lee, Sang Woo Kim
An algorithm to arbitrate multiple chirp-spread-spectrum nodes for ranging: The three node case. RAM (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sang Woo Kim