Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO

22 June 2017

Papers citing "Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO"

32 / 32 papers shown

Title
A review of unsupervised learning in astronomy Sotiria Fotopoulou 90 13 0 25 Jun 2024
Boosting the Efficiency of Parametric Detection with Hierarchical Neural Networks Jingkai Yan R. Colgan John N. Wright Z. Márka I. Bartos S. Márka 74 3 0 23 Jul 2022
A New Amharic Speech Emotion Dataset and Classification Benchmark E. A. Retta Eiad Almekhlafi R. Sutcliffe Mustafa Mhamed Haider Ali Junlong Feng 44 12 0 07 Jan 2022
$β$ -Annealed Variational Autoencoder for glitches Sivaramakrishnan Sankarapandian Brian Kulis DRL 15 1 0 20 Jul 2021
A Deep Transfer Learning Approach on Identifying Glitch Wave-form in Gravitational Wave Data Reymond Mesuga Brian James Bayanay 36 3 0 05 Jul 2021
Domain Adaptation in Dialogue Systems using Transfer and Meta-Learning Rui Ribeiro A. Abad J. Lopes OffRL 30 1 0 22 Feb 2021
Accelerated, Scalable and Reproducible AI-driven Gravitational Wave Detection Eliu A. Huerta Asad Khan Xiaobo Huang Minyang Tian Maksim Levental ... Daniel S. Katz Volodymyr V. Kindratenko D. Mu Ben Blaiszik Ian Foster 127 61 0 15 Dec 2020
Deep learning for clustering of continuous gravitational wave candidates II: identification of low-SNR candidates B. Beheshtipour M. Papa 13 12 0 08 Dec 2020
DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning Dimitrios Tanoglidis A. Ćiprijanović A. Drlica-Wagner 61 16 0 24 Nov 2020
Improved deep learning techniques in gravitational-wave data analysis Heming Xia Lijing Shao Junjie Zhao Zhoujian Cao 35 17 0 09 Nov 2020
Anomaly Detection for Multivariate Time Series of Exotic Supernovae V. A. Villar M. Cranmer Gabriella Contardo S. Ho J. Lin AI4TS 27 4 0 21 Oct 2020
Genetic-algorithm-optimized neural networks for gravitational wave classification Dwyer Deighan Scott E. Field C. Capano G. Khanna 57 22 0 09 Oct 2020
Computational Techniques for Parameter Estimation of Gravitational Wave Signals R. Meyer M. Edwards P. Maturana-Russel N. Christensen 76 7 0 22 Sep 2020
Classifying the Equation of State from Rotating Core Collapse Gravitational Waves with Deep Learning M. Edwards 63 13 0 15 Sep 2020
Detection of Gravitational Waves Using Bayesian Neural Networks Yu-Chiung Lin Jiun-Huei Proty Wu 67 27 0 08 Jul 2020
RL agents Implicitly Learning Human Preferences Nevan Wichers AI4CE 22 0 0 14 Feb 2020
Sim-to-Real Domain Adaptation For High Energy Physics M. Baalouch Maxime Defurne Jean-Philippe Poli Noëlie Cherrier AI4CE 40 4 0 17 Dec 2019
Enabling real-time multi-messenger astrophysics discoveries with deep learning Eliu A. Huerta Gabrielle Allen I. Andreoni J. Antelis E. Bachelet ... Wei Wei J. Wells T. Williams Jinjun Xiong Zhizhen Zhao AI4CE 68 70 0 26 Nov 2019
New methods to assess and improve LIGO detector duty cycle Ayon Biswas J. McIver Ashish Mahabal 21 8 0 26 Oct 2019
Improving Prognostic Performance in Resectable Pancreatic Ductal Adenocarcinoma using Radiomics and Deep Learning Features Fusion in CT Images Yucheng Zhang Edrise M. Lobo-Mueller P. Karanicolas S. Gallinger M. Haider Farzad Khalvati MedIm 42 44 0 10 Jul 2019
Deep Learning at Scale for the Construction of Galaxy Catalogs in the Dark Energy Survey Asad Khan Eliu A. Huerta Si-Yang Wang R. Gruendl Elise Jennings Huihuo Zheng 73 30 0 05 Dec 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 112 1,651 0 25 Nov 2018
Reduced-order modeling with artificial neurons for gravitational-wave inference A. J. Chua C. Galley M. Vallisneri 72 52 0 13 Nov 2018
Supporting High-Performance and High-Throughput Computing for Experimental Science Eliu A. Huerta Roland Haas S. Jha Mark S. Neubauer Daniel S. Katz 143 12 0 06 Oct 2018
A Survey on Deep Transfer Learning Chuanqi Tan F. Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu 93 2,597 0 06 Aug 2018
Real-time regression analysis with deep convolutional neural networks Eliu A. Huerta D. George Zhizhen Zhao Gabrielle Allen 77 4 0 07 May 2018
DIRECT: Deep Discriminative Embedding for Clustering of LIGO Data S. Bahaadini Vahid Noroozi N. Rohani S. Coughlin M. Zevin Aggelos K. Katsaggelos 36 18 0 07 May 2018
Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence G. Cox S. Egly G. Harp J. Richards S. Vinodababu J. Voien 24 6 0 23 Mar 2018
Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders Hongyu Shen D. George Eliu A. Huerta Zhizhen Zhao 85 66 0 27 Nov 2017
Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation with LIGO Data D. George Eliu A. Huerta 64 19 0 21 Nov 2017
Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data D. George Eliu A. Huerta 88 302 0 08 Nov 2017
Effective Image Differencing with ConvNets for Real-time Transient Hunting Nima Sedaghat Ashish Mahabal 60 30 0 04 Oct 2017