Zobrazeno 1 - 10
of 10 206
pro vyhledávání: '"Walter, J. P."'
We combine concept-based neural networks with generative, flow-based classifiers into a novel, intrinsically explainable, exactly invertible approach to supervised learning. Prototypical neural networks, a type of concept-based neural network, repres
Externí odkaz:
http://arxiv.org/abs/2407.12200
Surging interest in deep learning from high-stakes domains has precipitated concern over the inscrutable nature of black box neural networks. Explainable AI (XAI) research has led to an abundance of explanation algorithms for these black boxes. Such
Externí odkaz:
http://arxiv.org/abs/2310.18496
Publikováno v:
Tropical Grasslands-Forrajes Tropicales, Vol 12, Iss 3, Pp 124-141 (2024)
Native and exotic C4 grasses currently used in grazing systems in the subtropics have specific limitations with management, decline in feed quality as they mature and variable adaptation to soils and climates, providing opportunities to identify alte
Externí odkaz:
https://doaj.org/article/f1b15ec253c24f8399af2ed950730112
Autor:
Abraham, Sophia J., Maduranga, Kehelwala D. G., Kinnison, Jeffery, Carmichael, Zachariah, Hauenstein, Jonathan D., Scheirer, Walter J.
Machine learning has achieved remarkable success over the past couple of decades, often attributed to a combination of algorithmic innovations and the availability of high-quality data available at scale. However, a third critical component is the fi
Externí odkaz:
http://arxiv.org/abs/2308.03317
Autor:
Yohannes, D., Renzullo, M., Vivalda, J., Jacobs, A. C., Yu, M., Walter, J., Kirichenko, A. F., Vernik, I. V., Mukhanov, O. A.
Publikováno v:
Appl. Phys. Lett., vol. 122, 212601, 2023
We implemented, optimized and fully tested over multiple runs a superconducting Josephson junction fabrication process tailored for the integrated digital circuits that are used for control and readout of superconducting qubits operating at millikelv
Externí odkaz:
http://arxiv.org/abs/2305.07607
Autor:
VidalMata, Rosaura G., Saboia, Priscila, Moreira, Daniel, Jensen, Grant, Schlessman, Jason, Scheirer, Walter J.
Image manipulation detection algorithms designed to identify local anomalies often rely on the manipulated regions being ``sufficiently'' different from the rest of the non-tampered regions in the image. However, such anomalies might not be easily id
Externí odkaz:
http://arxiv.org/abs/2304.09414
Augmented reality and other photo editing filters are popular methods used to modify faces online. Considering the important role of facial perception in communication, how do we perceive this increasing number of modified faces? In this paper we pre
Externí odkaz:
http://arxiv.org/abs/2303.00612
Autor:
Richard H. Chapple, Xueying Liu, Sivaraman Natarajan, Margaret I. M. Alexander, Yuna Kim, Anand G. Patel, Christy W. LaFlamme, Min Pan, William C. Wright, Hyeong-Min Lee, Yinwen Zhang, Meifen Lu, Selene C. Koo, Courtney Long, John Harper, Chandra Savage, Melissa D. Johnson, Thomas Confer, Walter J. Akers, Michael A. Dyer, Heather Sheppard, John Easton, Paul Geeleher
Publikováno v:
Genome Biology, Vol 25, Iss 1, Pp 1-26 (2024)
Abstract Background Neuroblastoma is a common pediatric cancer, where preclinical studies suggest that a mesenchymal-like gene expression program contributes to chemotherapy resistance. However, clinical outcomes remain poor, implying we need a bette
Externí odkaz:
https://doaj.org/article/fc1c31cafd514273af4f2d422016e1f2
Publikováno v:
Proceedings of the 11th International Conference on Operations Research and Enterprise Systems - ICORES, 77-85, 2022
For many real-world decision-making problems subject to uncertainty, it may be essential to deal with multiple and often conflicting objectives while taking the decision-makers' risk preferences into account. Conditional value-at-risk (CVaR) is a wid
Externí odkaz:
http://arxiv.org/abs/2302.06511
Autor:
Edalati, Kaveh, Akiba, Etsuo, Botta, Walter J., Estrin, Yuri, Floriano, Ricardo, Fruchart, Daniel, Grosdidier, Thierry, Horita, Zenji, Huot, Jacques, Li, Hai-Wen, Lin, Huai-Jun, Revesz, Adam, Zehetbauer, Michael J.
Publikováno v:
Journal of Materials Science and Technology, Vol. 146, pp. 221-239, 2023
Magnesium and its alloys are the most investigated materials for solid-state hydrogen storage in the form of metal hydrides, but there are still unresolved problems with the kinetics and thermodynamics of hydrogenation and dehydrogenation of this gro
Externí odkaz:
http://arxiv.org/abs/2301.05009