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Self-supervised similarity search for large scientific datasets
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Self-supervised similarity search for large scientific datasets

G. Stein
P. Harrington
Jacqueline Blaum
Tomislav Medan
Z. Lukić
ArXiv (abs)PDFHTMLGithub (24★)

Papers citing "Self-supervised similarity search for large scientific datasets"

10 / 10 papers shown
Title
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding
Tianyu Chen
Xingcheng Fu
Yisen Gao
Haodong Qian
Yuecen Wei
Kun Yan
Haoyi Zhou
Junlong Li
565
2
0
24 Mar 2025
AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture
AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture
Amirreza Dolatpour Fathkouhi
Geoffrey Charles Fox
73
1
0
03 Sep 2024
A review of unsupervised learning in astronomy
A review of unsupervised learning in astronomy
Sotiria Fotopoulou
119
16
0
25 Jun 2024
Scaling Laws for Galaxy Images
Scaling Laws for Galaxy Images
Mike Walmsley
Micah Bowles
Anna M. M. Scaife
Jason Shingirai Makechemu
Alexander J. Gordon
...
Chris J. Lintott
K. Mantha
Devina Mohan
David O’Ryan
Inigo V. Slijepevic
152
4
0
03 Apr 2024
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models
S. Mishra-Sharma
Yiding Song
Jesse Thaler
108
12
0
13 Mar 2024
Data Compression and Inference in Cosmology with Self-Supervised Machine Learning
Data Compression and Inference in Cosmology with Self-Supervised Machine Learning
Aizhan Akhmetzhanova
S. Mishra-Sharma
C. Dvorkin
AI4CE
84
11
0
18 Aug 2023
A brief review of contrastive learning applied to astrophysics
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
A Deep Neural Network Based Reverse Radio Spectrogram Search Algorithm
P. Ma
S. Croft
Chris J. Lintott
A. Siemion
41
4
0
24 Feb 2023
Anomalies, Representations, and Self-Supervision
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
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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