IEEE Transactions on Artificial Intelligence 2025

Dynamically Scaled Temperature in Self-Supervised Contrastive Learning

S Manna S Chattopadhyay R Dey U Pal S Bhattacharya

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Abstract

We introduce a dynamic temperature scaling mechanism for self-supervised contrastive learning to improve representation quality across varied data distributions.

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BibTeX

@article{manna2025dynamically,
  title={Dynamically Scaled Temperature in Self-Supervised Contrastive Learning},
  author={Manna, S and Chattopadhyay, S and Dey, R and Pal, U and Bhattacharya, S},
  journal={IEEE Transactions on Artificial Intelligence},
  year={2025},
  doi={10.1109/TAI.2024.3456789},
  url={https://sadimanna.github.io/papers/dyst-ssl/}
}