Zobrazeno 1 - 10
of 142 868
pro vyhledávání: '"A. Clayton"'
The indoor environment greatly affects health and well-being; enhancing health and reducing energy use in these settings is a key research focus. With advancing Information and Communication Technology (ICT), recommendation systems and reinforcement
Externí odkaz:
http://arxiv.org/abs/2411.08734
Autor:
Fields, Clayton, Kennington, Casey
In the past several years there has been an explosion of available models for vision-language tasks. Unfortunately, the literature still leaves open a number of questions related to best practices in designing and training such models. In this paper
Externí odkaz:
http://arxiv.org/abs/2411.06657
As industrial models and designs grow increasingly complex, the demand for optimal control of large-scale dynamical systems has significantly increased. However, traditional methods for optimal control incur significant overhead as problem dimensions
Externí odkaz:
http://arxiv.org/abs/2411.01391
Implicit bias describes the phenomenon where optimization-based training algorithms, without explicit regularization, show a preference for simple estimators even when more complex estimators have equal objective values. Multiple works have developed
Externí odkaz:
http://arxiv.org/abs/2411.01350
We establish a new theoretical framework for learning under multi-class, instance-dependent label noise. This framework casts learning with label noise as a form of domain adaptation, in particular, domain adaptation under posterior drift. We introdu
Externí odkaz:
http://arxiv.org/abs/2411.00079
Autor:
Nateghi, Ramin, Zhou, Ruoji, Saft, Madeline, Schnauss, Marina, Neill, Clayton, Alam, Ridwan, Handa, Nicole, Huang, Mitchell, Li, Eric V, Goldstein, Jeffery A, Schaeffer, Edward M, Nadim, Menatalla, Pourakpour, Fattaneh, Isaila, Bogdan, Felicelli, Christopher, Mehta, Vikas, Nezami, Behtash G, Ross, Ashley, Yang, Ximing, Cooper, Lee AD
Artificial intelligence may assist healthcare systems in meeting increasing demand for pathology services while maintaining diagnostic quality and reducing turnaround time and costs. We aimed to investigate the performance of an institutionally devel
Externí odkaz:
http://arxiv.org/abs/2410.23642
We introduce QuARC, Quantum Adaptive Routing using Clusters, a novel clustering-based entanglement routing protocol that leverages redundant, multi-path routing through multi-particle projective quantum measurements to enable high-throughput, low-ove
Externí odkaz:
http://arxiv.org/abs/2410.23007
Contemporary state-of-the-art video object segmentation (VOS) models compare incoming unannotated images to a history of image-mask relations via affinity or cross-attention to predict object masks. We refer to the internal memory state of the initia
Externí odkaz:
http://arxiv.org/abs/2410.22451
Autor:
Holwerda, Benne W., Robertson, Clayton, Cook, Kyle, Pimbblet, Kevin A., Casura, Sarah, Sansom, Anne E., Patel, Divya, Butrum, Trevor, Glass, David H. W., Kelvin, Lee, Baldry, Ivan K., De Propris, Roberto, Bamford, Steven, Masters, Karen, Stone, Maria, Hardin, Tim, Walmsley, Mike, Liske, Jochen, Adnan, S M Rafee
Galaxy Zoo is an online project to classify morphological features in extra-galactic imaging surveys with public voting. In this paper, we compare the classifications made for two different surveys, the Dark Energy Spectroscopic Instrument (DESI) ima
Externí odkaz:
http://arxiv.org/abs/2410.19985
Autor:
Ahern, Emily J., Scholten, Sarah K., Locke, Clayton, Bourbeau-Hebert, Nicolas, White, Benjamin, Luiten, Andre N., Perrella, Christopher
Rubidium two-photon frequency standards are emerging as powerful contenders for compact, durable devices with exceptional stability. The field has focused on single-color excitation to date. Here we demonstrate the key advantages of a two-color excit
Externí odkaz:
http://arxiv.org/abs/2410.16654