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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]

Authors

Neha Mukund Kalibhat

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Kanika Narang

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Hamed Firooz

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Maziar Sanjabi

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Soheil Feizi

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