Zobrazeno 1 - 10
of 44 104
pro vyhledávání: '"Cha P"'
In this work, we investigate a method for simulation-free training of Neural Ordinary Differential Equations (NODEs) for learning deterministic mappings between paired data. Despite the analogy of NODEs as continuous-depth residual networks, their ap
Externí odkaz:
http://arxiv.org/abs/2410.22918
Autor:
Nazirkar, Nimish, Tran, Viet, Bassene, Pascal, Ndiaye, Atoumane, Barringer, Julie, Jiang, Jie, Cha, Wonsuk, Harder, Ross, Shi, Jian, NGom, Moussa, Fohtung, Edwin
The dynamic control of novel states of matter beyond thermodynamic equilibrium is a fundamental pursuit in condensed matter physics. Intense terahertz fields have enabled metal-insulator transitions, superconductivity, quantum paraelectric ferroelect
Externí odkaz:
http://arxiv.org/abs/2410.20577
Traditional weak-lensing mass reconstruction techniques suffer from various artifacts, including noise amplification and the mass-sheet degeneracy. In Hong et al. (2021), we demonstrated that many of these pitfalls of traditional mass reconstruction
Externí odkaz:
http://arxiv.org/abs/2410.19907
We study the problem of conditional two-sample testing, which aims to determine whether two populations have the same distribution after accounting for confounding factors. This problem commonly arises in various applications, such as domain adaptati
Externí odkaz:
http://arxiv.org/abs/2410.16636
Transformers often struggle with length generalization, meaning they fail to generalize to sequences longer than those encountered during training. While arithmetic tasks are commonly used to study length generalization, certain tasks are considered
Externí odkaz:
http://arxiv.org/abs/2410.15787
Autor:
Klemm, Mason L., Siddique, Saif, Chang, Yuan-Chun, Xu, Sijie, Xie, Yaofeng, Legvold, Tanner, Kiani, Mehrdad T., Ye, Feng, Cao, Huibo, Hao, Yiqing, Tian, Wei, Luetkens, Hubertus, Matsuda, Masaaki, Natelson, Douglas, Guguchia, Zurab, Huang, Chien-Lung, Yi, Ming, Cha, Judy J., Dai, Pengcheng
Two-dimensional (2D) kagome lattice metals are interesting because they display flat electronic bands, Dirac points, Van Hove singularities, and can have interplay between charge density wave (CDW), magnetic order, and superconductivity. In kagome la
Externí odkaz:
http://arxiv.org/abs/2410.13994
Mongolia is among the countries undergoing rapid urbanization, and its temporary nomadic dwellings-known as Ger-have expanded into urban areas. Ger settlements in cities are increasingly recognized as slums by their socio-economic deprivation. The di
Externí odkaz:
http://arxiv.org/abs/2410.09522
Despite advancements in Large Language Model (LLM) alignment, understanding the reasons behind LLM preferences remains crucial for bridging the gap between desired and actual behavior. LLMs often exhibit biases or tendencies that diverge from human p
Externí odkaz:
http://arxiv.org/abs/2410.06965
3D object detection with omnidirectional views enables safety-critical applications such as mobile robot navigation. Such applications increasingly operate on resource-constrained edge devices, facilitating reliable processing without privacy concern
Externí odkaz:
http://arxiv.org/abs/2410.01270
Autor:
Jin, Emily, Huang, Zhuoyi, Fränken, Jan-Philipp, Liu, Weiyu, Cha, Hannah, Brockbank, Erik, Wu, Sarah, Zhang, Ruohan, Wu, Jiajun, Gerstenberg, Tobias
Reconstructing past events requires reasoning across long time horizons. To figure out what happened, we need to use our prior knowledge about the world and human behavior and draw inferences from various sources of evidence including visual, languag
Externí odkaz:
http://arxiv.org/abs/2410.01926