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Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from
  Volunteers and Deep Learning for 314,000 Galaxies

Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies

16 February 2021
Mike Walmsley
Chris J. Lintott
Tobias Geron
Sandor Kruk
Coleman M Krawczyk
K. Willett
S. Bamford
L. Kelvin
Lucy Fortson
Yarin Gal
W. Keel
K. Masters
V. Mehta
B. Simmons
R. Smethurst
Lewis Smith
E. Baeten
C. Macmillan
    MDE
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Papers citing "Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies"

23 / 23 papers shown
Title
AstroLLaVA: towards the unification of astronomical data and natural language
AstroLLaVA: towards the unification of astronomical data and natural language
Sharaf Zaman
Michael J. Smith
P. Khetarpal
Rishabh Chakrabarty
Michele Ginolfi
...
Maja Jabłońska
Sandor Kruk
Matthieu Le Lain
Sergio J. Rodríguez Méndez
Dimitrios Tanoglidis
26
0
0
11 Apr 2025
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
J. Li
96
0
0
24 Mar 2025
Effective Fine-Tuning of Vision-Language Models for Accurate Galaxy
  Morphology Analysis
Effective Fine-Tuning of Vision-Language Models for Accurate Galaxy Morphology Analysis
Ruoqi Wang
Haitao Wang
Qiong Luo
69
0
0
29 Nov 2024
Multi LoRA Meets Vision: Merging multiple adapters to create a multi
  task model
Multi LoRA Meets Vision: Merging multiple adapters to create a multi task model
Ege Kesim
Selahattin Serdar Helli
MoMe
75
0
0
21 Nov 2024
Semi-Supervised Fine-Tuning of Vision Foundation Models with
  Content-Style Decomposition
Semi-Supervised Fine-Tuning of Vision Foundation Models with Content-Style Decomposition
M. Drozdova
Vitaliy Kinakh
Yury Belousov
E. Lastufka
Slava Voloshynovskiy
22
3
0
02 Oct 2024
At First Sight: Zero-Shot Classification of Astronomical Images with
  Large Multimodal Models
At First Sight: Zero-Shot Classification of Astronomical Images with Large Multimodal Models
Dimitrios Tanoglidis
Bhuvnesh Jain
VLM
18
2
0
24 Jun 2024
Evaluating Bayesian deep learning for radio galaxy classification
Evaluating Bayesian deep learning for radio galaxy classification
Devina Mohan
Anna M. M. Scaife
UQCV
BDL
33
1
0
28 May 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
19
4
0
03 Apr 2024
A Generative Model of Symmetry Transformations
A Generative Model of Symmetry Transformations
J. Allingham
Bruno Mlodozeniec
Shreyas Padhy
Javier Antorán
David Krueger
Richard E. Turner
Eric T. Nalisnick
José Miguel Hernández-Lobato
GAN
30
3
0
04 Mar 2024
Deep Learning Segmentation of Spiral Arms and Bars
Deep Learning Segmentation of Spiral Arms and Bars
Mike Walmsley
Ashley Spindler
8
2
0
05 Dec 2023
Echoes in the Noise: Posterior Samples of Faint Galaxy Surface
  Brightness Profiles with Score-Based Likelihoods and Priors
Echoes in the Noise: Posterior Samples of Faint Galaxy Surface Brightness Profiles with Score-Based Likelihoods and Priors
Alexandre Adam
Connor Stone
Connor Bottrell
Ronan Legin
Y. Hezaveh
Laurence Perreault Levasseur
16
3
0
29 Nov 2023
E(2) Equivariant Neural Networks for Robust Galaxy Morphology
  Classification
E(2) Equivariant Neural Networks for Robust Galaxy Morphology Classification
Sneh Pandya
Purvik Patel
O. Franc
Jonathan Blazek
17
1
0
02 Nov 2023
Spiral-Elliptical automated galaxy morphology classification from
  telescope images
Spiral-Elliptical automated galaxy morphology classification from telescope images
Matthew J. Baumstark
Giuseppe Vinci
6
2
0
10 Oct 2023
MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without
  Data Splitting
MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting
Felix Biggs
Antonin Schrab
A. Gretton
9
17
0
14 Jun 2023
The Representation Jensen-Shannon Divergence
The Representation Jensen-Shannon Divergence
J. Hoyos-Osorio
Santiago Posso-Murillo
L. S. Giraldo
32
5
0
25 May 2023
MiraBest: A Dataset of Morphologically Classified Radio Galaxies for
  Machine Learning
MiraBest: A Dataset of Morphologically Classified Radio Galaxies for Machine Learning
Fiona A. M. Porter
A. Scaife
11
9
0
18 May 2023
Morphological Classification of Galaxies Using SpinalNet
Morphological Classification of Galaxies Using SpinalNet
Dim Shaiakhmetov
R. R. Mekuria
Ruslan Isaev
Fatma Unsal
3DH
14
1
0
03 May 2023
Astroformer: More Data Might not be all you need for Classification
Astroformer: More Data Might not be all you need for Classification
Rishit Dagli
13
7
0
03 Apr 2023
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for
  Cross-Survey Galaxy Morphology Classification and Anomaly Detection
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection
A. Ćiprijanović
Ashia Lewis
K. Pedro
Sandeep Madireddy
Brian D. Nord
G. Perdue
Stefan M. Wild
17
14
0
03 Feb 2023
Elements of effective machine learning datasets in astronomy
Elements of effective machine learning datasets in astronomy
Bernie Boscoe
Tuan Do
E. Jones
Yunqiang Li
Kevin Alfaro
Christy Ma
11
2
0
25 Nov 2022
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology
  Classification and Anomaly Detection
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection
A. Ćiprijanović
Ashia Lewis
K. Pedro
Sandeep Madireddy
Brian D. Nord
G. Perdue
Stefan M. Wild
OOD
19
7
0
01 Nov 2022
The Classification of Optical Galaxy Morphology Using Unsupervised
  Learning Techniques
The Classification of Optical Galaxy Morphology Using Unsupervised Learning Techniques
Ezra Fielding
Clement N. Nyirenda
Mattia Vaccari
23
5
0
13 Jun 2022
A Comparison of Deep Learning Architectures for Optical Galaxy
  Morphology Classification
A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification
Ezra Fielding
Clement N. Nyirenda
Mattia Vaccari
11
5
0
08 Nov 2021
1