Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features

Neha Mukund Kalibhat, Kanika Narang, Hamed Firooz, Maziar Sanjabi, Soheil Feizi. Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 13031-13039, AAAI Press, 2024. [doi]

@inproceedings{KalibhatNFSF24,
  title = {Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features},
  author = {Neha Mukund Kalibhat and Kanika Narang and Hamed Firooz and Maziar Sanjabi and Soheil Feizi},
  year = {2024},
  doi = {10.1609/aaai.v38i12.29201},
  url = {https://doi.org/10.1609/aaai.v38i12.29201},
  researchr = {https://researchr.org/publication/KalibhatNFSF24},
  cites = {0},
  citedby = {0},
  pages = {13031-13039},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}