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BTSbot and its classification task, and
Rehemtulla et al. 2025 performed
architecture and pre-training benchmarking on this BTSbot image classification task.1pip install btsbot
2
3import btsbot
4model = btsbot.load_HF_model(
5 architecture="maxvit", multi_modal=False, pretrain="galaxyzoo"
6)BTSbot/btsbot/inference_example.py.1@ARTICLE{Rehemtulla+2025,
2 title={Pre-training vision models for the classification of alerts from wide-field time-domain surveys},
3 author={Nabeel Rehemtulla and Adam A. Miller and Mike Walmsley and Ved G. Shah and Theophile Jegou du Laz and Michael W. Coughlin and Argyro Sasli and Joshua Bloom and Christoffer Fremling and Matthew J. Graham and Steven L. Groom and David Hale and Ashish A. Mahabal and Daniel A. Perley and Josiah Purdum and Ben Rusholme and Jesper Sollerman and Mansi M. Kasliwal},
4 year={2025},
5 eprint={2512.11957},
6 archivePrefix={arXiv},
7 primaryClass={astro-ph.IM},
8 url={https://arxiv.org/abs/2512.11957},
9}