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Self-supervised similarity search for large scientific datasets
v1v2 (latest)

Self-supervised similarity search for large scientific datasets

25 October 2021
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
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale UnderstandingComputer Vision and Pattern Recognition (CVPR), 2025
Tianyu Chen
Xingcheng Fu
Yisen Gao
Haodong Qian
Yuecen Wei
Kun Yan
Haoyi Zhou
Junlong Li
884
3
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 ArchitectureIEEE International Conference on e-Science (e-Science), 2024
Amirreza Dolatpour Fathkouhi
Geoffrey Charles Fox
234
3
0
03 Sep 2024
A review of unsupervised learning in astronomy
A review of unsupervised learning in astronomy
Sotiria Fotopoulou
329
29
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
312
7
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
246
18
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 LearningMonthly notices of the Royal Astronomical Society (MNRAS), 2023
Aizhan Akhmetzhanova
S. Mishra-Sharma
C. Dvorkin
AI4CE
297
14
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
252
12
0
08 Jun 2023
A Deep Neural Network Based Reverse Radio Spectrogram Search Algorithm
A Deep Neural Network Based Reverse Radio Spectrogram Search AlgorithmRAS Techniques and Instruments (RTI), 2023
P. Ma
S. Croft
Chris J. Lintott
A. Siemion
102
5
0
24 Feb 2023
Anomalies, Representations, and Self-Supervision
Anomalies, Representations, and Self-SupervisionSciPost Physics Core (SPC), 2023
B. Dillon
Luigi Favaro
Friedrich Feiden
Tanmoy Modak
Tilman Plehn
223
16
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
240
39
0
25 Oct 2021
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