488 research outputs found

    Three Dimensional N=2 Supersymmetry on the Lattice

    Full text link
    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

    Get PDF
    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

    Full text link
    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

    Get PDF
    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
    corecore