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DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection
3 February 2023
A. Ćiprijanović
Ashia Lewis
K. Pedro
Sandeep Madireddy
Brian D. Nord
G. Perdue
Stefan M. Wild
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Papers citing
"DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection"
6 / 6 papers shown
Title
A brief review of contrastive learning applied to astrophysics
M. Huertas-Company
R. Sarmiento
J. Knapen
22
9
0
08 Jun 2023
Towards Galaxy Foundation Models with Hybrid Contrastive Learning
Mike Walmsley
I. V. Slijepcevic
Micah Bowles
A. Scaife
VLM
30
15
0
23 Jun 2022
Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network
Yuecong Xu
Jianfei Yang
Haozhi Cao
Qi Li
K. Mao
Zhenghua Chen
AI4TS
38
32
0
11 Jul 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation
Jichang Li
Guanbin Li
Yemin Shi
Yizhou Yu
61
120
0
19 Apr 2021
Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies
Mike Walmsley
Chris J. Lintott
Tobias Geron
Sandor Kruk
Coleman M Krawczyk
...
B. Simmons
R. Smethurst
Lewis Smith
E. Baeten
C. Macmillan
MDE
65
79
0
16 Feb 2021
Domain-Adversarial Training of Neural Networks
Yaroslav Ganin
E. Ustinova
Hana Ajakan
Pascal Germain
Hugo Larochelle
François Laviolette
M. Marchand
Victor Lempitsky
GAN
OOD
149
9,316
0
28 May 2015
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