Showing results 1 to 41 of 41
- 2023-07
- 이상헌. (2023-07). 3-D 텐서와 recurrent neural network기반 심층신경망을 활용한 수동소나 다중 채널 신호분리 기술 개발. 한국음향학회지, 42(4), 357–363. doi: 10.7776/ASK.2023.42.4.357
- 한국음향학회
- View : 265
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Ahmadzadeh, Ezat
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Kim, Hyunil
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Jeong, Ongee
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Moon, Inkyu
- 2021-04
- Ahmadzadeh, Ezat. (2021-04). A Novel Dynamic Attack on Classical Ciphers Using an Attention-Based LSTM Encoder-Decoder Model. IEEE Access, 9, 60960–60970. doi: 10.1109/ACCESS.2021.3074268
- Institute of Electrical and Electronics Engineers Inc.
- View : 613
- Download : 0
- 2024-01
- Jeong, Ongee. (2024-01). Adaptive transfer learning-based cryptanalysis on double random phase encoding. Optics and Laser Technology, 168. doi: 10.1016/j.optlastec.2023.109916
- Elsevier
- View : 361
- Download : 0
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Rehman, Abdur
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An, Hyunbin
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Park, Seonghwan
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Moon, Inkyu
- 2024-07
- Rehman, Abdur. (2024-07). Automated classification of elliptical cancer cells with stain-free holographic imaging and self-supervised learning. Optics and Laser Technology, 174. doi: 10.1016/j.optlastec.2024.110646
- Elsevier
- View : 268
- Download : 0
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Yun, Jong Pil
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Shin, Woosang Crino
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Koo, Gyogwon
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Kim, Min Su
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Lee, Chungki
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Lee, Sang Jun
- 2020-04
- Yun, Jong Pil. (2020-04). Automated defect inspection system for metal surfaces based on deep learning and data augmentation. doi: 10.1016/j.jmsy.2020.03.009
- Elsevier BV
- View : 1119
- Download : 0
- 2024-09
- Park, Seonghwan. (2024-09). Automated phase reconstruction and super-resolution with deep learning in digital holography. Optics and Laser Technology, 176. doi: 10.1016/j.optlastec.2024.111030
- Elsevier
- View : 316
- Download : 0
- 2022-07
- Park, Sehun. (2022-07). AutoRelax: HW-SW Co-Optimization for Efficient SpGEMM Operations with Automated Relaxation in Deep Learning. IEEE Transactions on Emerging Topics in Computing, 10(3), 1428–1442. doi: 10.1109/TETC.2021.3089848
- IEEE Computer Society
- View : 546
- Download : 0
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Jeon, Sanghoon
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Lee, Yang-Soo
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Son, Sang Hyuk
- 2023-08
- Jeon, Sanghoon. (2023-08). Cascade Windows-based Multi-stream Convolutional Neural Networks Framework for Early Detecting In-Sleep Stroke using Wristbands. IEEE Access, 11, 84944–84956. doi: 10.1109/ACCESS.2023.3301872
- Institute of Electrical and Electronics Engineers
- View : 113
- Download : 21
- 2020-07
- Lee, Haeyun. (2020-07). Channel Attention Module With Multiscale Grid Average Pooling for Breast Cancer Segmentation in an Ultrasound Image. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 67(7), 1344–1353. doi: 10.1109/TUFFC.2020.2972573
- Institute of Electrical and Electronics Engineers
- View : 447
- Download : 0
- 2019-01
- Shin, Jongho. (2019-01). Cyber-physical attack detection and recovery based on RNN in automotive brake systems. Applied Sciences, 9(1), 1–21. doi: 10.3390/app9010082
- MDPI AG
- View : 1089
- Download : 137
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Im, Sunghoon
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Ha, Hyowon
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Jeon, Hae-Gon
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Lin, Stephen
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Kweon, In So
- 2021-04
- Im, Sunghoon. (2021-04). Deep Depth from Uncalibrated Small Motion Clip. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(4), 1225–1238. doi: 10.1109/TPAMI.2019.2946806
- Institute of Electrical and Electronics Engineers
- View : 837
- Download : 0
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Kim, Eunji
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Park, Seonghwan
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Hwang, Seung-Hyeon
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Moon, Inkyu
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Javidi, Bahram
- 2022-03
- Kim, Eunji. (2022-03). Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions. IEEE Journal of Biomedical and Health Informatics, 26(3), 1318–1328. doi: 10.1109/JBHI.2021.3104650
- Institute of Electrical and Electronics Engineers Inc.
- View : 490
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Chikontwe, Philip
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Luna, Acevedo Miguel Andres
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Kang, Myeongkyun
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Hong, Kyung Soo
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Ahn, June Hong
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Park, Sang Hyun
- 2021-08
- Chikontwe, Philip. (2021-08). Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening. Medical Image Analysis, 72, 102105. doi: 10.1016/j.media.2021.102105
- Elsevier BV
- View : 482
- Download : 0
- 2023-06
- Kim, Bum Jun. (2023-06). Extending class activation mapping using Gaussian receptive field. Computer Vision and Image Understanding, 231. doi: 10.1016/j.cviu.2023.103663
- Academic Press
- View : 490
- Download : 0
- 2023-08
- Park, Seonghwan. (2023-08). Fast automated quantitative phase reconstruction in digital holography with unsupervised deep learning. Optics and Lasers in Engineering, 167. doi: 10.1016/j.optlaseng.2023.107624
- Elsevier Ltd
- View : 343
- Download : 0
- 2021-06
- Song, Seungeon. (2021-06). Foot Gesture Recognition Using High-Compression Radar Signature Image and Deep Learning. doi: 10.3390/s21113937
- Multidisciplinary Digital Publishing Institute (MDPI)
- View : 792
- Download : 167
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Zama, Asaduz
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Park, Sang Hyun
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Bang, Hyunhee
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Park, Chul-woo
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Park, Ilhyung
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Joung, Sanghyun
- 2020-06
- Zama, Asaduz. (2020-06). Generative approach for data augmentation for deep learning-based bone surface segmentation from ultrasound images. International Journal of Computer Assisted Radiology and Surgery, 15, 931–941. doi: 10.1007/s11548-020-02192-1
- Springer Nature
- View : 749
- Download : 0
- 2021-05
- Choi, Jinyeob. (2021-05). Highly Contrast Image Correction for Dim Boundary Separation of Image Semantic Segmentation. IEEE Access, 9, 64142–64152. doi: 10.1109/ACCESS.2021.3075084
- Institute of Electrical and Electronics Engineers Inc.
- View : 1025
- Download : 138
- 2021-05
- Seo, Eunbin. (2021-05). Hybrid Tracker Based Optimal Path Tracking System of Autonomous Driving for Complex Road Environments. IEEE Access, 9, 71763–71777. doi: 10.1109/ACCESS.2021.3078849
- Institute of Electrical and Electronics Engineers Inc.
- View : 857
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Lee, Kyungsu
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Kim, Jun Young
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Lee, Moon Hwan
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Choi, Chang-Hyuk
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Hwang, Jae Youn
- 2021-03
- Lee, Kyungsu. (2021-03). Imbalanced loss-integrated deep-learning-based ultrasound image analysis for diagnosis of rotator-cuff tear. doi: 10.3390/s21062214
- MDPI AG
- View : 549
- Download : 334
- 2016-03
- Kim, In-Jung. (2016-03). Improving discrimination ability of convolutional neural networks by hybrid learning. International Journal on Document Analysis and Recognition, 19(1), 1–9. doi: 10.1007/s10032-015-0256-9
- Springer Verlag
- View : 933
- Download : 0
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Kim, Jae-Yeul
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Ha, Jong-Eun
- 2023-12
- Kim, Jae-Yeul. (2023-12). MSF-NET: Foreground Objects Detection With Fusion of Motion and Semantic Features. IEEE Access, 11, 145551–145565. doi: 10.1109/ACCESS.2023.3345842
- Institute of Electrical and Electronics Engineers
- View : 171
- Download : 30
- 2023
- Seonggyu Lee. (2023). Multi-Channel Wearable Textile Electrode Array With Deep Learning for EMG-Based Human-Machine Interfaces. doi: 10.22677/THESIS.200000658736
- DGIST
- View : 216
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Tran, Lam
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Thang Hoang
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Thuc Nguyen
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Kim, Hyunil
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Choi, Deokjai
- 2021-02
- Tran, Lam. (2021-02). Multi-model Long Short-term Memory Network for Gait Recognition using Window-based Data Segment. IEEE Access, 9, 23826–23839. doi: 10.1109/ACCESS.2021.3056880
- Institute of Electrical and Electronics Engineers Inc.
- View : 823
- Download : 0
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Lee, Kyungsu
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Cavalcanti, Thiago Coutinho
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Kim, Sewoong
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Lew, Hah Min
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Suh, Dae Hun
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Lee, Dong Hun
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Hwang, Jae Youn
- 2023-01
- Lee, Kyungsu. (2023-01). Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases. IEEE Journal of Biomedical and Health Informatics, 27(1), 176–187. doi: 10.1109/JBHI.2022.3193685
- Institute of Electrical and Electronics Engineers Inc.
- View : 408
- Download : 0
- 2025-06
- An, Youngwoo. (2025-06). Online Sensor Fault Detection and Toleration for Four-wheeled Skid-steered UGV. International Journal of Control, Automation, and Systems, 23(6), 1839–1850. doi: 10.1007/s12555-024-0835-y
- 제어·로봇·시스템학회
- View : 330
- Download : 0
- 2025-05
- Lee, Kyungsu. (2025-05). SoN: Selective Optimal Network for smartphone-based indoor localization in real-time. Expert Systems with Applications, 272. doi: 10.1016/j.eswa.2025.126639
- Elsevier
- View : 153
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Lee, Haeyun
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Lee, Moon Hwan
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Youn, Sangyeon
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Lee, Kyungsu
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Lew, Hah Min
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Hwang, Jae Youn
- 2022-09
- Lee, Haeyun. (2022-09). Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 69(9), 2638–2650. doi: 10.1109/TUFFC.2022.3193640
- Institute of Electrical and Electronics Engineers
- View : 516
- Download : 0
- 2021-04
- Kim, Kyungsoo. (2021-04). Tactile Avatar: Tactile Sensing System Mimicking Human Tactile Cognition. Advanced Science, 8(7), 2002362. doi: 10.1002/advs.202002362
- John Wiley and Sons Inc
- View : 736
- Download : 81
- 2019-06
- Khanna, Rohan. (2019-06). Through-Wall Remote Human Voice Recognition Using Doppler Radar With Transfer Learning. doi: 10.1109/JSEN.2019.2901271
- Institute of Electrical and Electronics Engineers
- View : 923
- Download : 0
- 2024-03
- Kim, Seunghyeon. (2024-03). Throughput Approximation by Neural Network for Serial Production Lines With High Up/Downtime Variability. IEEE Transactions on Industrial Informatics, 20(3), 4227–4235. doi: 10.1109/TII.2023.3321026
- Institute of Electrical and Electronics Engineers
- View : 546
- Download : 0
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Yoo, Jaejun
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Jin, Kyong Hwan
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Gupta, Harshit
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Yerly, Jérôme
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Stuber, Matthias
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Unser, Michael
- 2021-12
- Yoo, Jaejun. (2021-12). Time-Dependent Deep Image Prior for Dynamic MRI. doi: 10.1109/TMI.2021.3084288
- Institute of Electrical and Electronics Engineers Inc.
- View : 463
- Download : 0
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Koo, Gyogwon
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Yun, Jong Pil
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Choi, Hyeyeon
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Kim, Sang Woo
- 2021-04
- Koo, Gyogwon. (2021-04). Unified deep neural networks for end-to-end recognition of multi-oriented billet identification number. Expert Systems with Applications, 168, 114377. doi: 10.1016/j.eswa.2020.114377
- Pergamon Press Ltd.
- View : 1012
- Download : 0
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Tashfeen Abdul Muqeet Bin
- 2023
- Tashfeen Abdul Muqeet Bin. (2023). Unsupervised Anomaly Detection Using Self-Supervised Learning with Knowledge Distillation. doi: 10.22677/THESIS.200000653398
- DGIST
- View : 274
- Download : 0
- 2024-09
- Jung, Dongkyu. (2024-09). Unsupervised speckle noise reduction technique for clinical ultrasound imaging. Ultrasonography, 43(5), 327–344. doi: 10.14366/usg.24005
- 대한초음파의학회
- View : 144
- Download : 42
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Kim, Jae-Yeul
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Ha, Jong-Eun
- 2022-10
- Kim, Jae-Yeul. (2022-10). Weakly Supervised Foreground Object Detection Network Using Background Model Image. IEEE Access, 10, 105726–105733. doi: 10.1109/ACCESS.2022.3211987
- Institute of Electrical and Electronics Engineers Inc.
- View : 306
- Download : 0
- 2023
- Philip Chikontwe. (2023). Weakly Supervised Representation Learning for Histopathology Image Analysis. doi: 10.22677/THESIS.200000652733
- DGIST
- View : 228
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Chikontwe, Philip
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Sung, Hyun Jung
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Jeong, Jaehoon
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Kim, Meejeong
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Go, Heounjeong
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Nam, Soo Jeong
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Park, Sang Hyun
- 2022-08
- Chikontwe, Philip. (2022-08). Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization. Medical Image Analysis, 80. doi: 10.1016/j.media.2022.102482
- Elsevier BV
- View : 303
- Download : 0
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정희철
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최민국
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김준광
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권순
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정우영
- 2020-08
- 정희철. (2020-08). 대용량 이미지넷 인식을 위한 CNN 기반 Weighted 앙상블 기법. doi: 10.14372/IEMEK.2020.15.4.197
- 대한임베디드공학회
- View : 935
- Download : 0
- 2021-03
- 이문환. (2021-03). 딥러닝 기반 초음파 홀로그램 생성 알고리즘 개발. Journal of the Acoustical Society of Korea, 40(2), 169–175. doi: 10.7776/ASK.2021.40.2.169
- Acoustical Society of Korea
- View : 667
- Download : 0
- 2019-07
- 이해윤. (2019-07). 적응형 채널 어텐션 모듈을 활용한 복합 열화 복원 네트워크. doi: 10.15701/kcgs.2019.25.3.1
- (사)한국컴퓨터그래픽스학회
- View : 679
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