Search Results for author: Nevin Zhang

Found 2 papers, 0 papers with code

Adaptive Label Smoothing with Self-Knowledge

no code implementations29 Sep 2021 Dongkyu Lee, Ka Chun Cheung, Nevin Zhang

Overconfidence has been shown to impair generalization and calibration of a neural network.

Knowledge Distillation Machine Translation

SeqPATE: Differentially Private Text Generation via Knowledge Distillation

no code implementations29 Sep 2021 Zhiliang Tian, Yingxiu Zhao, Ziyue Huang, Yu-Xiang Wang, Nevin Zhang, He He

Differentially private (DP) learning algorithms provide guarantees on identifying the existence of a training sample from model outputs.

Knowledge Distillation Sentence +2

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