Image Super-Resolution Using Deep Convolutional Networks
We propose a deep learning method for single image super-resolution (SR). Our method directly learns an end-to-end mapping between the low/high-resolution images. The mapping is...
Publications
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3,202 publications
Comprehensive Mapping of Long-Range Interactions Reveals Folding Principles of the Human Genome
Chromosomal Mapping The conformation of the genome in the nucleus and contacts between both proximal and distal loci influence gene expression. In order to map genomic contacts,...
PD-1 Blockade in Tumors with Mismatch-Repair Deficiency
This study showed that mismatch-repair status predicted clinical benefit of immune checkpoint blockade with pembrolizumab. (Funded by Johns Hopkins University and others; Clinic...
How to do Xtabond2: An Introduction to Difference and System GMM in Stata
The difference and system generalized method-of-moments estimators, developed by Holtz-Eakin, Newey, and Rosen (1988, Econometrica 56: 1371–1395); Arellano and Bond (1991, Revie...
Acute Respiratory Distress Syndrome
The acute respiratory distress syndrome (ARDS) was defined in 1994 by the American-European Consensus Conference (AECC); since then, issues regarding the reliability and validit...
Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms
Abstract DNA sequencing continues to decrease in cost with the Illumina HiSeq2000 generating up to 600 Gb of paired-end 100 base reads in a ten-day run. Here we present a protoc...
A Treatise on the Family
Preface to the Enlarged Edition Introduction 1. Single-Person Households 2. Division of Labor in Households and Families Supplement: Human Capital, Effort, and the Sexual Divisi...
Active learning increases student performance in science, engineering, and mathematics
Significance The President’s Council of Advisors on Science and Technology has called for a 33% increase in the number of science, technology, engineering, and mathematics (STEM...
Economic Welfare and the Allocation of Resources for Invention
Invention is here interpreted broadly as the production of knowledge. From the viewpoint of welfare economics, the determination of optimal resource allocation for invention wil...
Economic Growth in a Cross Section of Countries
In neoclassical growth models with diminishing returns to capital, a country's per capita growth rate tends to be inversely related to its initial level of income per person.Thi...