Resolution and Relevance Trade-offs in Deep Learning
نویسندگان
چکیده
Juyong Song,1, 2, 3 Matteo Marsili,3, ∗ and Junghyo Jo1, 2, 4, † Asia Pacific Center for Theoretical Physics, Pohang, Gyeongbuk 37673, Korea Department of Physics, Pohang University of Science and Technology, Pohang, Gyeongbuk 37673, Korea The Abdus Salam International Centre for Theoretical Physics, Strada Costiera 11, 34014 Trieste, Italy School of Computational Sciences, Korea Institute for Advanced Study, Seoul 02455, Korea (Dated: November 1, 2017)
منابع مشابه
Ethical Perspective: Five Unacceptable Trade-offs on the Path to Universal Health Coverage
This article discusses what ethicists have called “unacceptable trade-offs” in health policy choices related to universal health coverage (UHC). Since the fiscal space is constrained, trade-offs need to be made. But some trade-offs are unacceptable on the path to universal coverage. Unacceptable choices include, among other examples from low-income countries, to expand coverage for services wit...
متن کاملDefining Pathways and Trade-offs Toward Universal Health Coverage; Comment on “Ethical Perspective: Five Unacceptable Trade-offs on the Path to Universal Health Coverage”
The World Health Organization’s (WHO’s) World Health Report 2010, “Health systems financing, the path to universal coverage,” promoted universal health coverage (UHC) as an aspirational objective for country health systems. Yet, in addition to the dimensions of services and coverage, distribution of coverage in the population, and financial risk protection highlighted by the report, the conside...
متن کاملA Deep Model for Super-resolution Enhancement from a Single Image
This study presents a method to reconstruct a high-resolution image using a deep convolution neural network. We propose a deep model, entitled Deep Block Super Resolution (DBSR), by fusing the output features of a deep convolutional network and a shallow convolutional network. In this way, our model benefits from high frequency and low frequency features extracted from deep and shallow networks...
متن کاملUniversal Health Coverage – The Critical Importance of Global Solidarity and Good Governance; Comment on “Ethical Perspective: Five Unacceptable Trade-offs on the Path to Universal Health Coverage”
This article provides a commentary to Ole Norheim’ s editorial entitled “Ethical perspective: Five unacceptable trade-offs on the path to universal health coverage.” It reinforces its message that an inclusive, participatory process is essential for ethical decision-making and underlines the crucial importance of good governance in setting fair priorities in healthcare. Solidarity on both natio...
متن کاملCoronavirus: Where Has All the Health Economics Gone?
As the coronavirus disease 2019 (COVID-19) pandemic continues to unfold there is an untold number of trade-offs being made in every country around the globe. The experience in the United Kingdom and Canada to date has not seen much uptake of health economics methods. We provide some thoughts on how this could take place, specifically in three areas. Firstly, this can involve understanding the i...
متن کامل