@article{fromweightstoconceptsdatafreeinterpretab,
  title = {From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition},
  author = {Francesco Gentile and Nicola Dall'Asen and Francesco Tonini and Massimiliano Mancini and Lorenzo Vaquero and Elisa Ricci},
  year = {2026},
  eprint = {2603.24653},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.24653},
}