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2110.13151
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Self-supervised similarity search for large scientific datasets
25 October 2021
G. Stein
P. Harrington
Jacqueline Blaum
Tomislav Medan
Z. Lukić
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Papers citing
"Self-supervised similarity search for large scientific datasets"
10 / 10 papers shown
Title
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding
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AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture
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A review of unsupervised learning in astronomy
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Scaling Laws for Galaxy Images
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Micah Bowles
Anna M. M. Scaife
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Alexander J. Gordon
...
Chris J. Lintott
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Inigo V. Slijepevic
152
4
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03 Apr 2024
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models
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108
12
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13 Mar 2024
Data Compression and Inference in Cosmology with Self-Supervised Machine Learning
Aizhan Akhmetzhanova
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C. Dvorkin
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84
11
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18 Aug 2023
A brief review of contrastive learning applied to astrophysics
M. Huertas-Company
R. Sarmiento
J. Knapen
105
11
0
08 Jun 2023
A Deep Neural Network Based Reverse Radio Spectrogram Search Algorithm
P. Ma
S. Croft
Chris J. Lintott
A. Siemion
45
4
0
24 Feb 2023
Anomalies, Representations, and Self-Supervision
B. Dillon
Luigi Favaro
Friedrich Feiden
Tanmoy Modak
Tilman Plehn
102
13
0
11 Jan 2023
Practical Galaxy Morphology Tools from Deep Supervised Representation Learning
Mike Walmsley
Anna M. M. Scaife
Chris J. Lintott
Michelle Lochner
Yu Zhu
...
Xibo Ma
Sandor Kruk
Zhen Lei
G. Guo
B. Simmons
83
30
0
25 Oct 2021
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