488 research outputs found
Three Dimensional N=2 Supersymmetry on the Lattice
We show how 3-dimensional, N=2 supersymmetric theories, including super QCD
with matter fields, can be put on the lattice with existing techniques, in a
way which will recover supersymmetry in the small lattice spacing limit.
Residual supersymmetry breaking effects are suppressed in the small lattice
spacing limit by at least one power of the lattice spacing a.Comment: 21 pages, 2 figures, typo corrected, reference adde
Language of Lullabies: The Russification and De-Russification of the Baltic States
This article argues that the laws for promotion of the national languages are a legitimate means for the Baltic states to establish their cultural independence from Russia and the former Soviet Union
A Comprehensive Survey of Foundation Models in Medicine
Foundation models (FMs) are large-scale deep-learning models trained on
extensive datasets using self-supervised techniques. These models serve as a
base for various downstream tasks, including healthcare. FMs have been adopted
with great success across various domains within healthcare, including natural
language processing (NLP), computer vision, graph learning, biology, and omics.
Existing healthcare-based surveys have not yet included all of these domains.
Therefore, this survey provides a comprehensive overview of FMs in healthcare.
We focus on the history, learning strategies, flagship models, applications,
and challenges of FMs. We explore how FMs such as the BERT and GPT families are
reshaping various healthcare domains, including clinical large language models,
medical image analysis, and omics data. Furthermore, we provide a detailed
taxonomy of healthcare applications facilitated by FMs, such as clinical NLP,
medical computer vision, graph learning, and other biology-related tasks.
Despite the promising opportunities FMs provide, they also have several
associated challenges, which are explained in detail. We also outline potential
future directions to provide researchers and practitioners with insights into
the potential and limitations of FMs in healthcare to advance their deployment
and mitigate associated risks.Comment: 44 pages, and a more compact version is under revie
Balance-of-Powers Arguments and the Structural Constitution
Balance-of-powers arguments are ubiquitous in judicial opinions and academic articles that address separation-of-powers disputes over the president\u27s removal authority, power to disregard statutes, authority to conduct foreign wars, and much else. However, the concept of the balance of powers has never received a satisfactory theoretical treatment. This Essay examines possible theories of the balance of powers and rejects them all as unworkable and normatively questionable. Judges and scholars should abandon the balance-of-powers metaphor and instead address directly whether bureaucratic innovation is likely to improve policy outcomes
The Centrality of Military Procurement: Explaining the Exceptionalist Character of United States Federal Public Procurement Law
Integrating Approaches to Privacy Across the Research Lifecycle: When Is Information Purely Public?
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