diff --git a/README.md b/README.md index a03d365b..facfc83a 100755 --- a/README.md +++ b/README.md @@ -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.