Exact Equivariance, Disentanglement and Invariance of Transformations
Invariance, equivariance and disentanglement of transformations are important topics in the field of representation learning. Previous models like Variational Autoencoder [1] and Generative Adversarial Networks [2] attempted to learn disentangled representations from data with different levels of su...
| Main Authors: | , |
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| Format: | Technical Report |
| Language: | en_US |
| Published: |
2018
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| Online Access: | http://hdl.handle.net/1721.1/113001 |