Zobrazeno 1 - 10
of 1 389
pro vyhledávání: '"Juhyeon"'
In the face of the deep learning model's vulnerability to domain shift, source-free domain adaptation (SFDA) methods have been proposed to adapt models to new, unseen target domains without requiring access to source domain data. Although the potenti
Externí odkaz:
http://arxiv.org/abs/2403.10834
Autor:
Lee, Jonghyun, Jung, Dahuin, Lee, Saehyung, Park, Junsung, Shin, Juhyeon, Hwang, Uiwon, Yoon, Sungroh
Test-time adaptation (TTA) fine-tunes pre-trained deep neural networks for unseen test data. The primary challenge of TTA is limited access to the entire test dataset during online updates, causing error accumulation. To mitigate it, TTA methods have
Externí odkaz:
http://arxiv.org/abs/2403.07366
Controlling the internal quantum states of chiral molecules for a selected enantiomer has a wide range of fundamental applications. Using tailored microwave fields, a chosen rotational state can be enriched for a selected enantiomer, even starting fr
Externí odkaz:
http://arxiv.org/abs/2402.17308
Autor:
Shin, Juhyeon, Lee, Jonghyun, Lee, Saehyung, Park, Minjun, Lee, Dongjun, Hwang, Uiwon, Yoon, Sungroh
In context of Test-time Adaptation(TTA), we propose a regularizer, dubbed Gradient Alignment with Prototype feature (GAP), which alleviates the inappropriate guidance from entropy minimization loss from misclassified pseudo label. We developed a grad
Externí odkaz:
http://arxiv.org/abs/2402.09004
Autor:
Dong-Kwan Kim1 dkkim@jares.go.kr, Dong-Mo Son1, Jin-Gyung Choi1, Myeong-Seok Kim1, Hae-Ryong Shin1, Seuk-Ki Lee2, Min-Jung Seo2, Sang-Kyun Cho3, Young-Jin Oh3, Hyun-Tae Kim4
Publikováno v:
Korean Journal of Breeding Science. 2011, Vol. 43 Issue 3, p218-221. 4p.
Autor:
Kim, Juhyeon, Lee, Hyungeun, Yu, Seungwon, Hwang, Ung, Jung, Wooyul, Park, Miseon, Yoon, Kijung
Multivariate time series is prevalent in many scientific and industrial domains. Modeling multivariate signals is challenging due to their long-range temporal dependencies and intricate interactions--both direct and indirect. To confront these comple
Externí odkaz:
http://arxiv.org/abs/2311.12630
Autor:
Lee, Chanhui, Kim, Juhyeon, Jeong, Yongjun, Lyu, Juhyun, Kim, Junghee, Lee, Sangmin, Han, Sangjun, Choe, Hyeokjun, Park, Soyeon, Lim, Woohyung, Lim, Sungbin, Lee, Sanghack
Scaling laws have allowed Pre-trained Language Models (PLMs) into the field of causal reasoning. Causal reasoning of PLM relies solely on text-based descriptions, in contrast to causal discovery which aims to determine the causal relationships betwee
Externí odkaz:
http://arxiv.org/abs/2311.11212
Autor:
Lee, JuHyeon, Bischoff, Johannes, Hernandez-Castillo, A. O., Abdiha, Elahe, Sartakov, Boris G., Meijer, Gerard, Eibenberger-Arias, Sandra
We report a combined experimental and theoretical study on the influence of microwave pulse durations on enantiomer-specific state transfer. Two triads of rotational states within a chiral molecule (1-indanol) are selected to address the possible sce
Externí odkaz:
http://arxiv.org/abs/2310.11120
We introduce Doppler time-of-flight (D-ToF) rendering, an extension of ToF rendering for dynamic scenes, with applications in simulating D-ToF cameras. D-ToF cameras use high-frequency modulation of illumination and exposure, and measure the Doppler
Externí odkaz:
http://arxiv.org/abs/2309.16163
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-6 (2024)
Abstract Controlling the internal quantum states of chiral molecules for a selected enantiomer has a wide range of fundamental applications from collision and reaction studies, quantum information to precision spectroscopy. Achieving full enantiomer-
Externí odkaz:
https://doaj.org/article/3a9441f68b5f4f7d9c3a4b563b8009f6