Research
Find research shared by the Owlstown community.
On the Statistical Capacity of Deep Generative Models
Abstract
Deep generative models are routinely used in generating samples from complex, high-dimensional distributions. Despite their apparent successes, their statistical properties are not well understood. A common assumption is that with enoug...
Publication · 5h
A Distributional Evaluation of Generative Image Models
Abstract
Generative models are ubiquitous in modern artificial intelligence (AI) applications. Recent advances have led to a variety of generative modeling approaches that are capable of synthesizing highly realistic samples. Despite these devel...
Publication · 5h
Global Health & Population Project on Access to Care for Cardiometabolic Diseases (HPACC)
We are a global team of researchers aiming to better understand the
i) prevalences,
ii) health system performances,
iii) associated lifestyle behaviors, and
iiii) sociodemographic patterns
of cardiometabolic diseases and of dia...
Project · 11h
On the importance of TCP splitting proxies for future 5G mmWave communications
Abstract
5G mmWave technology promises capacities 10 to 100 times that of 4G. However, mmWave links are very sensitive to having direct line of sight between sender and receiver, with dramatically fluctuating capacities due to transient blocking...
Publication · 20h
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