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Joshua Yao-Yu Lin
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17
LenSiam: Self-Supervised Learning on Strong Gravitational Lens Images
9 November 2023 by
Po-Wen Chang
and
others
Instrumentation and Methods for Astrophysics
,
Cosmology and Nongalactic Astrophysics
SupSiam: Non-contrastive Auxiliary Loss for Learning from Molecular Conformers
15 February 2023 by
Michael Maser
and
others
Machine Learning
AGNet: Weighing Black Holes with Deep Learning
22 November 2022 by
Joshua Yao-Yu Lin
and
others
Astrophysics of Galaxies
,
High Energy Astrophysical Phenomena
Strong Gravitational Lensing Parameter Estimation with Vision Transformer
9 October 2022 by
Kuan-Wei Huang
and
others
Cosmology and Nongalactic Astrophysics
,
Computer Vision and Pattern Recognition
Galaxy Morphological Classification with Efficient Vision Transformer
3 February 2022 by
Joshua Yao-Yu Lin
and
others
Astrophysics of Galaxies
VLBInet: Radio Interferometry Data Classification for EHT with Neural Networks
14 October 2021 by
Joshua Yao-Yu Lin
and
others
High Energy Astrophysical Phenomena
,
Machine Learning
Inferring Black Hole Properties from Astronomical Multivariate Time Series with Bayesian Attentive Neural Processes
18 June 2021 by
Ji Won Park
and
others
Instrumentation and Methods for Astrophysics
,
High Energy Astrophysical Phenomena
Large-Scale Gravitational Lens Modeling with Bayesian Neural Networks for Accurate and Precise Inference of the Hubble Constant
12 April 2021 by
Ji Won Park
and
others
Instrumentation and Methods for Astrophysics
,
Cosmology and Nongalactic Astrophysics
A Deep Learning Approach for Active Anomaly Detection of Extragalactic Transients
22 March 2021 by
V. Ashley Villar
and
others
High Energy Astrophysical Phenomena
,
Machine Learning
deeplenstronomy: A dataset simulation package for strong gravitational lensing
4 February 2021 by
Robert Morgan
and
others
Instrumentation and Methods for Astrophysics
,
Cosmology and Nongalactic Astrophysics
AGNet: Weighing Black Holes with Machine Learning
1 December 2020 by
Joshua Yao-Yu Lin
and
others
Astrophysics of Galaxies
,
High Energy Astrophysical Phenomena
Learning Principle of Least Action with Reinforcement Learning
26 November 2020 by
Zehao Jin
and
others
Machine Learning
,
Classical Physics
Hunting for Dark Matter Subhalos in Strong Gravitational Lensing with Neural Networks
27 October 2020 by
Joshua Yao-Yu Lin
and
others
Cosmology and Nongalactic Astrophysics
,
Computational Physics
Anomaly Detection for Multivariate Time Series of Exotic Supernovae
21 October 2020 by
V. Ashley Villar
and
others
Instrumentation and Methods for Astrophysics
,
High Energy Astrophysical Phenomena
Feature Extraction on Synthetic Black Hole Images
1 July 2020 by
Joshua Yao-Yu Lin
and
others
High Energy Astrophysical Phenomena
Gravitational Lensing of the Cosmic Neutrino Background
23 April 2020 by
Joshua Yao-Yu Lin
and
Gilbert Holder
at
University of Illinois at Urbana-Champaign
Cosmology and Nongalactic Astrophysics
Deblending and Classifying Astronomical Sources with Mask R-CNN Deep Learning
8 October 2019 by
Colin Burke
and
others
Instrumentation and Methods for Astrophysics
,
Astrophysics of Galaxies
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Key points
Topics
Machine Learning
High Energy Astrophysical Phenomena
Instrumentation and Methods for Astrophysics
Cosmology and Nongalactic Astrophysics
Astrophysics of Galaxies
Computer Vision and Pattern Recognition
General Relativity and Quantum Cosmology
Classical Physics
Computational Physics