Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch

Rahul Kumar, Md. Kamruzzaman Sarker, Sheikh Rabiul Islam. Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch. In Donatello Conte, Ana L. N. Fred, Oleg Gusikhin, Carlo Sansone, editors, Deep Learning Theory and Applications - 4th International Conference, DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings. Volume 1875 of Communications in Computer and Information Science, pages 115-125, Springer, 2023. [doi]

@inproceedings{KumarSI23,
  title = {Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch},
  author = {Rahul Kumar and Md. Kamruzzaman Sarker and Sheikh Rabiul Islam},
  year = {2023},
  doi = {10.1007/978-3-031-39059-3_8},
  url = {https://doi.org/10.1007/978-3-031-39059-3_8},
  researchr = {https://researchr.org/publication/KumarSI23},
  cites = {0},
  citedby = {0},
  pages = {115-125},
  booktitle = {Deep Learning Theory and Applications - 4th International Conference, DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
  editor = {Donatello Conte and Ana L. N. Fred and Oleg Gusikhin and Carlo Sansone},
  volume = {1875},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  isbn = {978-3-031-39059-3},
}