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Artificial Intelligence | AI on Instagram: "Knowledge distillation is a deep learning technique where a compact “student” model learns to replicate the performance of a larger, more complex “teacher” model. Introduced in the paper “Distilling the Knowledge in a Neural Network” by Hinton, Vinyals, and Dean (2015), the process goes beyond simply training the student on labeled data, which they refer to as “hard labels”. Instead, the teacher provides “soft labels,” which are its full output probabi
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Exploring Feature-based Knowledge Distillation for Recommender System: A Frequency Perspective | Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1
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