Research output per year
Research output per year
Personal profile
Education
- 2020 Ph.D., POSTECH (Pohang University of Science and Technology)
- 2015 M.S.,POSTECH (Pohang University of Science and Technology)
- 2013 B.S., Kyungpook National University
- 2015 M.S.,POSTECH (Pohang University of Science and Technology)
- 2013 B.S., Kyungpook National University
Professional Experience
- 2020-present Research Engineer, Division of Intelligent Robot, DGIST
Research Interests
- Deep Learning
- Computer vision
- Factory Automation, Defect Detection, Text Recognition
- Computer vision
- Factory Automation, Defect Detection, Text Recognition
Fingerprint
Dive into the research topics where Gyogwon Koo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AdaLo: Adaptive learning rate optimizer with loss for classification
Jeong, J. J. & Koo, G., Feb 2025, In: Information Sciences. 690, 121607.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Deep Learning-Based Classification of NSCLC-Derived Extracellular Vesicles Using AFM Nanomechanical Signatures
Park, S., Kim, Y., Kim, J. H., Kim, H., Kim, K. Y., Kim, E., Koo, G. & Lee, Y., 2025, (Accepted/In press) In: Analytical Chemistry.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Self-attention network-based state of charge estimation for lithium-ion batteries with gapped temperature data
Song, Y., Park, S., Kim, S. W. & Koo, G., 1 Feb 2025, In: Expert Systems with Applications. 261, 125498.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Study of Weight Quantization Associations over a Weight Range for Application in Memristor Devices
Kim, Y., Noh, H. Y., Koo, G., Lee, H., Lee, S., Choi, R. H., Lee, S., Lee, M. J. & Lee, H. J., Oct 2024, In: Micromachines. 15, 10, 1258.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Extending class activation mapping using Gaussian receptive field
Kim, B. J., Koo, G., Choi, H. & Kim, S. W., Jun 2023, In: Computer Vision and Image Understanding. 231, 103663.Research output: Contribution to journal › Article › peer-review
12 Scopus citations