Zobrazeno 1 - 10
of 4 831
pro vyhledávání: '"P. Crum"'
Incorporating human-perceptual intelligence into model training has shown to increase the generalization capability of models in several difficult biometric tasks, such as presentation attack detection (PAD) and detection of synthetic samples. After
Externí odkaz:
http://arxiv.org/abs/2405.00650
Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence
Autor:
Coglianese, Cary, Crum, Colton R.
Fervent calls for more robust governance of the harms associated with artificial intelligence (AI) are leading to the adoption around the world of what regulatory scholars have called a management-based approach to regulation. Recent initiatives in t
Externí odkaz:
http://arxiv.org/abs/2402.08466
Real-world BB84 Quantum Key Distribution (QKD) systems utilize imperfect devices that introduce vulnerabilities to their security, known as side-channel attacks. Measurement-Device-Independent (MDI) QKD authorizes an untrusted third party to make mea
Externí odkaz:
http://arxiv.org/abs/2311.04334
Autor:
Crum, Colton R., Czajka, Adam
Incorporating human perception into training of convolutional neural networks (CNN) has boosted generalization capabilities of such models in open-set recognition tasks. One of the active research questions is where (in the model architecture) and ho
Externí odkaz:
http://arxiv.org/abs/2310.19545
Autor:
Tinsley, Patrick, Purnapatra, Sandip, Mitcheff, Mahsa, Boyd, Aidan, Crum, Colton, Bowyer, Kevin, Flynn, Patrick, Schuckers, Stephanie, Czajka, Adam, Fang, Meiling, Damer, Naser, Liu, Xingyu, Wang, Caiyong, Sun, Xianyun, Chang, Zhaohua, Li, Xinyue, Zhao, Guangzhe, Tapia, Juan, Busch, Christoph, Aravena, Carlos, Schulz, Daniel
This paper describes the results of the 2023 edition of the ''LivDet'' series of iris presentation attack detection (PAD) competitions. New elements in this fifth competition include (1) GAN-generated iris images as a category of presentation attack
Externí odkaz:
http://arxiv.org/abs/2310.04541
Autor:
Jacob P. Reinhart, MD, Elliott H. Campbell, MD, Sydney L. Proffer, MD, MS, Olivia M. Crum, MD, Austin Todd, MS, Lawrence E. Gibson, MD, Jerry D. Brewer, MD, MS, Addison M. Demer, MD
Publikováno v:
JAAD International, Vol 16, Iss , Pp 144-154 (2024)
Background: National cancer reporting-based registry data, although robust, lacks granularity for incidence trends. Expert opinion remains conflicted regarding the possibility of melanoma overdiagnosis in the context of rising incidence without a cor
Externí odkaz:
https://doaj.org/article/16f19ee9f9c6422a8bde5c274934fd94
Publikováno v:
ACS Omega, Vol 9, Iss 32, Pp 34661-34674 (2024)
Externí odkaz:
https://doaj.org/article/a29220bbbe2f4910acf2c2fbbc2daca9
The transverse radiation pressure force and acceleration is compared for two parametrically optimized designs: prismatic and two-pillar metasurface gratings. The numerical results were cross-verified with both Maxwell stress tensor and modal analysis
Externí odkaz:
http://arxiv.org/abs/2306.14093
Machine learning models have shown increased accuracy in classification tasks when the training process incorporates human perceptual information. However, a challenge in training human-guided models is the cost associated with collecting image annot
Externí odkaz:
http://arxiv.org/abs/2306.05527
Autor:
Crum, Noah A., Sunny, Leanto, Ronagh, Pooya, Laflamme, Raymond, Balu, Radhakrishnan, Siopsis, George
We investigate whether long-run persistent chain Monte Carlo simulation of Langevin dynamics improves the quality of the representations achieved by energy-based models (EBM). We consider a scheme wherein Monte Carlo simulation of a diffusion process
Externí odkaz:
http://arxiv.org/abs/2305.07973