Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation

Author:

Wei Yuxiang1,Shi Yupeng1,Liu Xiao2,Ji Zhilong2,Gao Yuan2,Wu Zhongqin2,Zuo Wangmeng1

Affiliation:

1. Harbin Institute of Technology

2. Tomorrow Advancing Life

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference48 articles.

1. Product of orthogonal spheres parameterization for disentangled representation learning;shukla,2019

2. Closed-Form Factorization of Latent Semantics in GANs

3. Domain agnostic learning with disentangled representations;peng;International Conference on Machine Learning,2019

4. The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement

5. Is generator conditioning causally related to gan performance?;odena;International Conference on Machine Learning,2018

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