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Update README.md
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Hotfix readme with new papers
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mwalmsley authored Jul 1, 2024
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Expand Up @@ -177,8 +177,10 @@ You might be interested in reading papers using Zoobot:
- [Harnessing the Hubble Space Telescope Archives: A Catalogue of 21,926 Interacting Galaxies](https://arxiv.org/abs/2303.00366) (2023)
- [Galaxy Zoo DESI: Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys](https://academic.oup.com/mnras/advance-article/doi/10.1093/mnras/stad2919/7283169?login=false) (2023)
- [Galaxy mergers in Subaru HSC-SSP: A deep representation learning approach for identification, and the role of environment on merger incidence](https://doi.org/10.1051/0004-6361/202346743) (2023)
- [Astronomaly at Scale: Searching for Anomalies Amongst 4 Million Galaxies](https://arxiv.org/abs/2309.08660) (2023, submitted)
- [Transfer learning for galaxy feature detection: Finding Giant Star-forming Clumps in low redshift galaxies using Faster R-CNN](https://arxiv.org/abs/2312.03503) (2023)
- [Astronomaly at Scale: Searching for Anomalies Amongst 4 Million Galaxies](https://arxiv.org/abs/2309.08660) (2024)
- [Transfer learning for galaxy feature detection: Finding Giant Star-forming Clumps in low redshift galaxies using Faster R-CNN](https://arxiv.org/abs/2312.03503) (2024)
- [Euclid preparation. Measuring detailed galaxy morphologies for Euclid with Machine Learning](https://arxiv.org/abs/2402.10187) (2024, submitted)
- [Scaling Laws for Galaxy Images](https://arxiv.org/abs/2404.02973) (2024, submitted)
- [Galaxy Zoo Evo: 107M volunteer labels for 823k galaxy images](https://huggingface.co/collections/mwalmsley/galaxy-zoo-evo-66532c6c258f5fad31f31880) (2024, submitted)

Many other works use Zoobot indirectly via the [Galaxy Zoo DECaLS](https://arxiv.org/abs/2102.08414) catalog (and now via the new [Galaxy Zoo DESI](https://academic.oup.com/mnras/advance-article/doi/10.1093/mnras/stad2919/7283169?login=false) catalog).
Many other works use Zoobot indirectly via the [Galaxy Zoo DECaLS](https://arxiv.org/abs/2102.08414) and [Galaxy Zoo DESI](https://academic.oup.com/mnras/advance-article/doi/10.1093/mnras/stad2919/7283169?login=false) morphology catalogs. Zoobot is also deployed on the Euclid pipeline to produce the OU-MER morphology catalog.

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