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Schematic diagram of the presented model. (A) A two-step process: (Left) disentangled representations are learned in an unsupervised manner and (Right) encoder network is fine-tuned with added classification layers. (B) Combined learning of disentangled and task representation as in [29]. Both VAE and IBP-VAE models follow the same architecture except the stochastic latent channel block.
