Zobrazeno 1 - 10
of 4 773
pro vyhledávání: '"Lee, Jong‐Min"'
Autor:
Lawrence, Nathan P., Damarla, Seshu Kumar, Kim, Jong Woo, Tulsyan, Aditya, Amjad, Faraz, Wang, Kai, Chachuat, Benoit, Lee, Jong Min, Huang, Biao, Gopaluni, R. Bhushan
Publikováno v:
Control Engineering Practice 2024
With the rise of deep learning, there has been renewed interest within the process industries to utilize data on large-scale nonlinear sensing and control problems. We identify key statistical and machine learning techniques that have seen practical
Externí odkaz:
http://arxiv.org/abs/2401.13836
Publikováno v:
Journal of Global Mobility: The Home of Expatriate Management Research, 2024, Vol. 12, Issue 4, pp. 691-714.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JGM-09-2023-0062
Autor:
Kim, Taeho, Lee, Jong-Min
Most invariance-based self-supervised methods rely on single object-centric images (e.g., ImageNet images) for pretraining, learning features that invariant to geometric transformation. However, when images are not object-centric, the semantics of th
Externí odkaz:
http://arxiv.org/abs/2304.08014
Autor:
Gopaluni, R. Bhushan, Tulsyan, Aditya, Chachuat, Benoit, Huang, Biao, Lee, Jong Min, Amjad, Faraz, Damarla, Seshu Kumar, Kim, Jong Woo, Lawrence, Nathan P.
Over the last ten years, we have seen a significant increase in industrial data, tremendous improvement in computational power, and major theoretical advances in machine learning. This opens up an opportunity to use modern machine learning tools on l
Externí odkaz:
http://arxiv.org/abs/2209.11123
Autor:
Park, Dongwoo, Lee, Jong-Min
Few-shot object detection (FSOD) aims to classify and detect few images of novel categories. Existing meta-learning methods insufficiently exploit features between support and query images owing to structural limitations. We propose a hierarchical at
Externí odkaz:
http://arxiv.org/abs/2208.07039
Publikováno v:
In Fuel 15 December 2024 378
Autor:
Jeong, Jae-Yeop, Lee, Jong Min, Park, Yoo Sei, Jin, Song, Myeong, Shin-Woo, Heo, Sungjun, Lee, Hoseok, Albers, Justin Georg, Choi, Young-Woo, Seo, Min Ho, Choi, Sung Mook, Lee, Jooyoung
Publikováno v:
In Applied Catalysis B: Environment and Energy 5 November 2024 356
Publikováno v:
In Engineering Failure Analysis January 2025 167 Part A