Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification

Neel Guha, Mayee F. Chen, Kush Bhatia, Azalia Mirhoseini, Frederic Sala, Christopher Ré. Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Neel Guha

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Mayee F. Chen

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Kush Bhatia

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Azalia Mirhoseini

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Frederic Sala

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Christopher Ré

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