Zobrazeno 1 - 10
of 109 287
pro vyhledávání: '"Leong IS"'
Autor:
Lim, Kart-Leong
Large scale Bayesian nonparametrics (BNP) learner such as stochastic variational inference (SVI) can handle datasets with large class number and large training size at fractional cost. Like its predecessor, SVI rely on the assumption of conjugate var
Externí odkaz:
http://arxiv.org/abs/2412.08951
Autor:
Lim, Kart-Leong
Deep clustering is an emerging topic in deep learning where traditional clustering is performed in deep learning feature space. However, clustering and deep learning are often mutually exclusive. In the autoencoder based deep clustering, the challeng
Externí odkaz:
http://arxiv.org/abs/2412.08940
Autor:
Lim, Kart-Leong
Deep clustering is a recent deep learning technique which combines deep learning with traditional unsupervised clustering. At the heart of deep clustering is a loss function which penalizes samples for being an outlier from their ground truth cluster
Externí odkaz:
http://arxiv.org/abs/2412.08933
Autor:
Sun, Fengwu, Wang, Feige, Yang, Jinyi, Champagne, Jaclyn B., Decarli, Roberto, Fan, Xiaohui, Bañados, Eduardo, Cai, Zheng, Colina, Luis, Egami, Eiichi, Hennawi, Joseph F., Jin, Xiangyu, Jun, Hyunsung D., Khusanova, Yana, Li, Mingyu, Li, Zihao, Lin, Xiaojing, Liu, Weizhe, Meyer, Romain A., Pudoka, Maria A., Rieke, George H., Shen, Yue, Tee, Wei Leong, Venemans, Bram, Walter, Fabian, Wu, Yunjing, Zhang, Huanian, Zou, Siwei
We present a stringent measurement of the dust-obscured star-formation rate density (SFRD) at $z=4-6$ from the ASPIRE JWST Cycle-1 medium and ALMA Cycle-9 large program. We obtained JWST/NIRCam grism spectroscopy and ALMA 1.2-mm continuum map along 2
Externí odkaz:
http://arxiv.org/abs/2412.06894
Autor:
Zhang, Jing, Sun, Tianchen, Ji, Mai, Ramaseshan, Anirudh R., Eapen, Aswin A., Ang, Thomas Y. L., Leong, Victor
Integrated photonics platforms offer a compact and scalable solution for developing next-generation optical technologies. For precision applications involving weak signals, the responsivity as well as the accurate calibration of the integrated photod
Externí odkaz:
http://arxiv.org/abs/2412.06278
Variability is a fundamental signature for active galactic nuclei (AGN) activity, and serve as an unbiased indicator for rapid instability happened near the center supermassive black hole (BH). Previous studies showed that AGN variability does not ha
Externí odkaz:
http://arxiv.org/abs/2412.05242
Autor:
Singh, Shivalika, Romanou, Angelika, Fourrier, Clémentine, Adelani, David I., Ngui, Jian Gang, Vila-Suero, Daniel, Limkonchotiwat, Peerat, Marchisio, Kelly, Leong, Wei Qi, Susanto, Yosephine, Ng, Raymond, Longpre, Shayne, Ko, Wei-Yin, Smith, Madeline, Bosselut, Antoine, Oh, Alice, Martins, Andre F. T., Choshen, Leshem, Ippolito, Daphne, Ferrante, Enzo, Fadaee, Marzieh, Ermis, Beyza, Hooker, Sara
Cultural biases in multilingual datasets pose significant challenges for their effectiveness as global benchmarks. These biases stem not only from language but also from the cultural knowledge required to interpret questions, reducing the practical u
Externí odkaz:
http://arxiv.org/abs/2412.03304
Autor:
Lin, Hexiang, Zhu, Huihui, Tang, Zan, Luo, Wei, Wang, Wei, Mak, Man-Wai, Jiang, Xudong, Chin, Lip Ket, Kwek, Leong Chuan, Liu, Ai Qun
Quantum computing holds promise across various fields, particularly with the advent of Noisy Intermediate-Scale Quantum (NISQ) devices, which can outperform classical supercomputers in specific tasks. However, challenges such as noise and limited qub
Externí odkaz:
http://arxiv.org/abs/2412.02955
Traditional electrostatic simulation are meshed-based methods which convert partial differential equations into an algebraic system of equations and their solutions are approximated through numerical methods. These methods are time consuming and any
Externí odkaz:
http://arxiv.org/abs/2412.00113
Autor:
Leong, Chon In, Chung, I-Ling, Chao, Kin-Fong, Wang, Jun-You, Yang, Yi-Hsuan, Jang, Jyh-Shing Roger
The goal of music style transfer is to convert a music performance by one instrument into another while keeping the musical contents unchanged. In this paper, we investigate another style transfer scenario called ``failed-music style transfer''. Unli
Externí odkaz:
http://arxiv.org/abs/2411.18075