update roll of honour (docs only)

README.md

@@ -184,10 +184,15 @@ If you use this software, or otherwise wish to cite Zoobot as a software package
 
 You might be interested in reading papers using Zoobot:
 
-- [Galaxy Zoo DECaLS](https://arxiv.org/abs/2102.08414) (first use at Galaxy Zoo)
-- [A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification](https://arxiv.org/abs/2111.04353)
-- [Practical Galaxy Morphology Tools from Deep Supervised Representation Learning](https://arxiv.org/abs/2110.12735)
-- [Towards Foundation Models for Galaxy Morphology](https://arxiv.org/abs/2206.11927) (adding contrastive learning)
-- [Harnessing the Hubble Space Telescope Archives: A Catalogue of 21,926 Interacting Galaxies](https://arxiv.org/abs/2303.00366)
-
-Many other works use Zoobot indirectly via the [Galaxy Zoo DECaLS](https://arxiv.org/abs/2102.08414) catalog.
+- [Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314,000 galaxies](https://arxiv.org/abs/2102.08414) (2022)
+- [A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification](https://arxiv.org/abs/2111.04353) (2022)
+- [Practical Galaxy Morphology Tools from Deep Supervised Representation Learning](https://arxiv.org/abs/2110.12735) (2022)
+- [Towards Foundation Models for Galaxy Morphology](https://arxiv.org/abs/2206.11927) (2022)
+- [Harnessing the Hubble Space Telescope Archives: A Catalogue of 21,926 Interacting Galaxies](https://arxiv.org/abs/2303.00366) (2023)
+- [Astronomaly at Scale: Searching for Anomalies Amongst 4 Million Galaxies](https://arxiv.org/abs/2309.08660) (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)
+
+<!-- submitted papers: simulated merger classification, unsupervised anomaly detection, starforming clump localisation, and morphological segmentation. -->
+
+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).