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On the spectral bias of two-layer linear networks
The most forceful driver of advancements in the field of Machine Learning over the past decades has been the success of deep neural networks.
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Efficient Training of Energy-Based Models Using Jarzynski Equality
Their performance is well measured by the cross-entropy (CE) of the model distribution relative to the data distribution.
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
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Flow Factorized Representation Learning Yue Song
Our novel setup brings new understandings to both disentanglement and equivariance .
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