Zobrazeno 1 - 10
of 4 601
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
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
Autor:
Kwon, Hyeokjin, Lee, Jong-Min
There has been tremendous success in the field of graph neural networks (GNNs) as a result of the development of the message-passing (MP) layer, which updates the representation of a node by combining it with its neighbors to address variable-size an
Externí odkaz:
http://arxiv.org/abs/2202.04768
Autor:
Choi, Chel Hun, Kim, Nam Kyeong, Kim, Kidong, Lee, Yong Jae, Lee, Keun Ho, Lee, Jong-Min, Lee, Kwang Beom, Suh, Dong Hoon, Kim, Sunghoon, Kim, Min Kyu, Seong, Seok Ju, Lim, Myong Cheol
Publikováno v:
In European Journal of Surgical Oncology September 2024 50(9)
Publikováno v:
In Journal of Power Sources 1 September 2024 613
Autor:
Li, Meng, Wang, Xuan, Zhang, Di, Huang, Yujie, Shen, Yijie, Pan, Fei, Lin, Jiaqi, Yan, Wei, Sun, Dongmei, Huang, Kai, Tang, Yawen, Lee, Jong-Min, Li, Hao, Fu, Gengtao
Publikováno v:
In Nano Energy September 2024 128 Part A
Autor:
Elhakim, Ahmed, Kim, Ukseong, Kim, Euiseong, Lee, Sukjoon, Lee, Jong-Min, Jung, Han-Sung, Kim, Sunil
Publikováno v:
In Archives of Oral Biology January 2025 169