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Table 1:

Training Time in Minutes (for 1000 Epochs, Mean with 1 Standard Deviation over 10 Runs) and the Number of Parameters (Nb) of the Generative Models on the MNIST Data Set.

ModelSt-RKM(β)-VAEFactorVAEInfo-GAN
Nb parameters 4164519 4165589 8182591 4713478 
Training time 21.93 (1.3) 19.83 (0.8) 33.31 (2.7) 45.96 (1.6) 
ModelSt-RKM(β)-VAEFactorVAEInfo-GAN
Nb parameters 4164519 4165589 8182591 4713478 
Training time 21.93 (1.3) 19.83 (0.8) 33.31 (2.7) 45.96 (1.6) 
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