Zobrazeno 1 - 10
of 961
pro vyhledávání: '"Halbe A"'
Autor:
Halbe, Shaunak, Tian, Junjiao, Joseph, K J, Smith, James Seale, Stevo, Katherine, Balasubramanian, Vineeth N, Kira, Zsolt
Vision-language models (VLMs) like CLIP have been cherished for their ability to perform zero-shot visual recognition on open-vocabulary concepts. This is achieved by selecting the object category whose textual representation bears the highest simila
Externí odkaz:
http://arxiv.org/abs/2412.04429
Autor:
Smith, James Seale, Valkov, Lazar, Halbe, Shaunak, Gutta, Vyshnavi, Feris, Rogerio, Kira, Zsolt, Karlinsky, Leonid
Foundation Models (FMs) have become the hallmark of modern AI, however, these models are trained on massive data, leading to financially expensive training. Updating FMs as new data becomes available is important, however, can lead to `catastrophic f
Externí odkaz:
http://arxiv.org/abs/2404.12526
In this paper, we focus on the important yet understudied problem of Continual Federated Learning (CFL), where a server communicates with a set of clients to incrementally learn new concepts over time without sharing or storing any data. The complexi
Externí odkaz:
http://arxiv.org/abs/2306.09970
Autor:
Eva Halbe, Alina Sophie Heger, Fabian Kolf, Philippa Hüpen, Moritz Bergmann, Ben J. Harrison, Christopher G. Davey, Alexandra Philipsen, Silke Lux
Publikováno v:
BMC Psychiatry, Vol 24, Iss 1, Pp 1-14 (2024)
Abstract Background Sex differences in the symptomatology of adults with attention-deficit/hyperactivity disorder (ADHD) have often been overlooked when studying behavioral abnormalities. However, it is known that women exhibit considerably more stro
Externí odkaz:
https://doaj.org/article/92914308f0b44aa8afb2eab463a524c8
Autor:
Halbe Kuipers
Publikováno v:
Krisis, Vol 44, Iss 1, Pp 136-143 (2024)
Review of Isabelle Stengers. 2023. Making Sense in Common: A Reading of Whitehead in Times of Collapse. Translated by Thomas Lamarre. Minneapolis: University of Minnesota Press.
Externí odkaz:
https://doaj.org/article/8fee9b4f3d454745ac3ce7fb109ee5d3
Publikováno v:
Journal of Indian Society of Pedodontics and Preventive Dentistry, Vol 24, Iss 5, Pp 44-46 (2006)
Osteogenesis imperfecta is an inherited disorder of the connective tissue. The extreme bone fragility seen in patients suffering from osteogenesis imperfecta pose a series of problems with regard to behavior management and rendering of quality dental
Externí odkaz:
https://doaj.org/article/250ef86ff9274211a62b43b94d0c3a97
Continual learning is a setting where machine learning models learn novel concepts from continuously shifting training data, while simultaneously avoiding degradation of knowledge on previously seen classes which may disappear from the training data
Externí odkaz:
http://arxiv.org/abs/2203.17269
Autor:
Halbe, Eva1 (AUTHOR) eva_halbe@web.de, Heger, Alina Sophie1 (AUTHOR), Kolf, Fabian1 (AUTHOR), Hüpen, Philippa2,3 (AUTHOR), Bergmann, Moritz1 (AUTHOR), Harrison, Ben J.4 (AUTHOR), Davey, Christopher G.4 (AUTHOR), Philipsen, Alexandra1 (AUTHOR), Lux, Silke1 (AUTHOR)
Publikováno v:
BMC Psychiatry. 9/5/2024, Vol. 24 Issue 1, p1-14. 14p.
Autor:
Huang, Tianjian, Halbe, Shaunak, Sankar, Chinnadhurai, Amini, Pooyan, Kottur, Satwik, Geramifard, Alborz, Razaviyayn, Meisam, Beirami, Ahmad
While deep learning through empirical risk minimization (ERM) has succeeded at achieving human-level performance at a variety of complex tasks, ERM is not robust to distribution shifts or adversarial attacks. Synthetic data augmentation followed by e
Externí odkaz:
http://arxiv.org/abs/2110.11205
Autor:
Prasanna Halbe
Publikováno v:
Engineering Proceedings, Vol 66, Iss 1, p 18 (2024)
The appeal of a car’s exterior often captures a customer’s initial attention, but the interior ultimately seals the deal, creating a lasting connection between the customer and car. The interior quality plays a significant role in shaping the ove
Externí odkaz:
https://doaj.org/article/0f96c4e7f769492c93b79739ef85c6a8