Zobrazeno 1 - 10
of 7 309
pro vyhledávání: '"Park, So‐Yeon"'
How can we utilize state-of-the-art NLP tools to better understand legislative deliberation? Committee hearings are a core feature of any legislature, and they offer an institutional setting which promotes the exchange of arguments and reasoning that
Externí odkaz:
http://arxiv.org/abs/2407.06149
We propose WIBA, a novel framework and suite of methods that enable the comprehensive understanding of "What Is Being Argued" across contexts. Our approach develops a comprehensive framework that detects: (a) the existence, (b) the topic, and (c) the
Externí odkaz:
http://arxiv.org/abs/2405.00828
Autor:
Park, Jong-Yeon, Ju, Jang-Won, Lee, Wonil, Kang, Bo-Gyeong, Kachi, Yasuyuki, Sakurai, Kouichi
As NIST is putting the final touches on the standardization of PQC (Post Quantum Cryptography) public key algorithms, it is a racing certainty that peskier cryptographic attacks undeterred by those new PQC algorithms will surface. Such a trend in tur
Externí odkaz:
http://arxiv.org/abs/2311.08625
Data over non-Euclidean manifolds, often discretized as surface meshes, naturally arise in computer graphics and biological and physical systems. In particular, solutions to partial differential equations (PDEs) over manifolds depend critically on th
Externí odkaz:
http://arxiv.org/abs/2310.19589
Three-dimensional (3D) projection acquisition (PA) imaging has recently gained attention because of its advantages, such as achievability of very short echo time, less sensitivity to motion, and undersampled acquisition of projections without sacrifi
Externí odkaz:
http://arxiv.org/abs/2310.18003
Autor:
Zhao, Linfeng, Howell, Owen, Park, Jung Yeon, Zhu, Xupeng, Walters, Robin, Wong, Lawson L. S.
In robotic tasks, changes in reference frames typically do not influence the underlying physical properties of the system, which has been known as invariance of physical laws.These changes, which preserve distance, encompass isometric transformations
Externí odkaz:
http://arxiv.org/abs/2307.08226
Autor:
Wang, Dian, Zhu, Xupeng, Park, Jung Yeon, Jia, Mingxi, Su, Guanang, Platt, Robert, Walters, Robin
Although equivariant machine learning has proven effective at many tasks, success depends heavily on the assumption that the ground truth function is symmetric over the entire domain matching the symmetry in an equivariant neural network. A missing p
Externí odkaz:
http://arxiv.org/abs/2303.04745
Extensive work has demonstrated that equivariant neural networks can significantly improve sample efficiency and generalization by enforcing an inductive bias in the network architecture. These applications typically assume that the domain symmetry i
Externí odkaz:
http://arxiv.org/abs/2211.09231
Publikováno v:
Journal of Cosmetic Dermatology. Aug2024, Vol. 23 Issue 8, p2537-2542. 6p.
Autor:
Park, Jung Yeon, Wong, Lawson L. S.
Behavior cloning of expert demonstrations can speed up learning optimal policies in a more sample-efficient way over reinforcement learning. However, the policy cannot extrapolate well to unseen states outside of the demonstration data, creating cova
Externí odkaz:
http://arxiv.org/abs/2210.09337