Learning Deep Architectures for AI
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journal
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January 2009 |
A Search for Occultations of Bright Stars by Small Kuiper belt Objects Using Megacam on the mmt
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journal
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July 2009 |
An end-to-end simulation framework for the Large Synoptic Survey Telescope
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conference
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August 2014 |
The LSST operations simulator
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conference
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August 2014 |
ULTRASPEC: a high-speed imaging photometer on the 2.4-m Thai National Telescope
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journal
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September 2014 |
HiPERCAM: a high-speed quintuple-beam CCD camera for the study of rapid variability in the universe
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conference
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August 2016 |
ULTRACAM: an ultrafast, triple-beam CCD camera for high-speed astrophysics
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journal
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June 2007 |
Rotation-invariant convolutional neural networks for galaxy morphology prediction
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journal
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April 2015 |
Classification and unsupervised clustering of LIGO data with Deep Transfer Learning
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journal
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May 2018 |
Speech recognition with deep recurrent neural networks
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conference
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May 2013 |
CHIMERA: a wide-field, multi-colour, high-speed photometer at the prime focus of the Hale telescope
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journal
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March 2016 |
Fast automated analysis of strong gravitational lenses with convolutional neural networks
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journal
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August 2017 |
A Fast Learning Algorithm for Deep Belief Nets
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journal
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July 2006 |
Long Short-Term Memory
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journal
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November 1997 |
Time-resolved photometry using a CCD
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journal
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August 1986 |
Occultation evidence for an atmosphere on Pluto
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journal
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December 1988 |
Matplotlib: A 2D Graphics Environment
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journal
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January 2007 |
Origin of the heavy elements in binary neutron-star mergers from a gravitational-wave event
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journal
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October 2017 |
The Slitless Spectroscopy Data Extraction Software aXe
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journal
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January 2009 |
CMU DeepLens: deep learning for automatic image-based galaxy–galaxy strong lens finding
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journal
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July 2017 |
The Physics of Neutron Stars
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journal
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April 2004 |
Gradient-based learning applied to document recognition
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journal
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January 1998 |
A logical calculus of the ideas immanent in nervous activity
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journal
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December 1943 |
Human-level control through deep reinforcement learning
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journal
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February 2015 |
THE 3D-HST SURVEY: HUBBLE SPACE TELESCOPE WFC3/G141 GRISM SPECTRA, REDSHIFTS, AND EMISSION LINE MEASUREMENTS FOR ∼100,000 GALAXIES
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journal
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August 2016 |
IPython: A System for Interactive Scientific Computing
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journal
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January 2007 |
PhoSim: a code to simulate telescopes one photon at a time
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journal
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April 2014 |
Simulation of Astronomical Images from Optical Survey Telescopes Using a Comprehensive Photon Monte Carlo Approach
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journal
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May 2015 |
Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit
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journal
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January 2017 |
Effective image differencing with convolutional neural networks for real-time transient hunting
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journal
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April 2018 |
Identifying Exoplanets with Deep Learning: A Five-planet Resonant Chain around Kepler-80 and an Eighth Planet around Kepler-90
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journal
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January 2018 |
Mastering the game of Go with deep neural networks and tree search
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journal
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January 2016 |
Mastering the game of Go without human knowledge
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journal
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October 2017 |
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package
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journal
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August 2018 |
The NumPy Array: A Structure for Efficient Numerical Computation
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journal
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March 2011 |
Theoretical physics implications of the binary black-hole mergers GW150914 and GW151226
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journal
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October 2016 |
Proper Image Subtraction—Optimal Transient Detection, Photometry, and Hypothesis Testing
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journal
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October 2016 |
The taos Project: Results from Seven Years of Survey data
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journal
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June 2013 |
A logical calculus of the ideas immanent in nervous activity
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journal
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January 1990 |
CASSPER is a semantic segmentation-based particle picking algorithm for single-particle cryo-electron microscopy
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journal
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February 2021 |
The Physics of Neutron Stars
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journal
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August 2018 |
A Search for Occultations of Bright Stars by Small Kuiper Belt Objects using Megacam on the MMT
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text
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January 2009 |
The TAOS Project: Results From Seven Years of Survey Data
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text
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January 2013 |
ULTRASPEC: a high-speed imaging photometer on the 2.4-m Thai National Telescope
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text
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January 2014 |
Proper image subtraction - optimal transient detection, photometry and hypothesis testing
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text
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January 2016 |
HiPERCAM: A high-speed, quintuple-beam CCD camera for the study of rapid variability in the Universe
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text
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January 2016 |
Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit
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text
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January 2017 |
Origin of the heavy elements in binary neutron-star mergers from a gravitational wave event
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text
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January 2017 |
Identifying Exoplanets with Deep Learning: A Five Planet Resonant Chain around Kepler-80 and an Eighth Planet around Kepler-90
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text
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January 2017 |
The Physics of Neutron Stars
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text
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January 2004 |
Playing Atari with Deep Reinforcement Learning
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preprint
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January 2013 |