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08/18/2022
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification
Compared to traditional learning from scratch, knowledge distillation so...
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02/04/2022
Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning
PAC-Bayesian is an analysis framework where the training error can be ex...
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11/11/2021
On the Equivalence between Neural Network and Support Vector Machine
Recent research shows that the dynamics of an infinitely wide neural net...
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08/16/2021
Autocomplete Repetitive Stroking with Image Guidance
Image-guided drawing can compensate for the lack of skills but often req...
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03/07/2020