Junyuan Hong
Junyuan Hong
Research
Publications
Experiences
Teaching
Deep Learning
On the Generalization Ability of Unsupervised Pretraining
Recent advances in unsupervised learning have shown that unsupervised pre-training, followed by fine-tuning, can improve model generalization. However, a rigorous understanding of how the representation function learned on an unlabeled dataset …
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