Zobrazeno 1 - 10
of 227
pro vyhledávání: '"Choi, Inchul"'
In recent research, Tensor Product Representation (TPR) is applied for the systematic generalization task of deep neural networks by learning the compositional structure of data. However, such prior works show limited performance in discovering and r
Externí odkaz:
http://arxiv.org/abs/2406.01012
Autor:
Park, Sungwoo, Cho, Eun-Seok, Kim, Chae-Hyun, Lee, Seunghoon, Jeong, Yong-Dae, Park, Myunghum, Kim, Dongjun, Seo, Dongwon, Kim, Yeon-Ho, Hochi, Shinichi, Choi, Inchul, Chung, Hak-Jae
Publikováno v:
In Theriogenology November 2024 229:23-29
Autor:
Lee, Jihwan, Lee, Songjeon, Ryu, Gyeonglim, Kim, Doosan, Baek, Hyeong-uk, Kim, Joohwan, Lee, Kyungsuk, Kim, Sunkyu, Kim, Sangbum, Dang, Chang-gwon, Choi, Taejeong, Choi, Inchul
Publikováno v:
In Theriogenology 15 September 2024 226:363-368
Empirical Risk Minimization (ERM) based machine learning algorithms have suffered from weak generalization performance on data obtained from out-of-distribution (OOD). To address this problem, Invariant Risk Minimization (IRM) objective was suggested
Externí odkaz:
http://arxiv.org/abs/2103.12947
Publikováno v:
Neural Networks 144 (2021) 33-48
Despite recent progress in memory augmented neural network (MANN) research, associative memory networks with a single external memory still show limited performance on complex relational reasoning tasks. Especially the content-based addressable memor
Externí odkaz:
http://arxiv.org/abs/2007.10637
Autor:
Choi, Inchul, Banerjee, Arunava
Despite recent advances, estimating optical flow remains a challenging problem in the presence of illumination change, large occlusions or fast movement. In this paper, we propose a novel optical flow estimation framework which can provide accurate d
Externí odkaz:
http://arxiv.org/abs/1804.03787
Publikováno v:
In Neural Networks December 2021 144:33-48
Publikováno v:
Cell Stress & Chaperones, 2020 May 01. 25(3), 503-508.
Externí odkaz:
https://www.jstor.org/stable/48724163
Autor:
Choi, Inchul
In recent years, plasma assisted ignition and flame-holding in high speed flows has attracted considerable attention due to potential applications for turbojet engines and afterburners operating at high altitudes, as well as scramjet engines. Convent
Externí odkaz:
http://rave.ohiolink.edu/etdc/view?acc_num=osu1299098588