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MoritzWag / Representation-Learning

Representation Learning of Image Data with VAE.
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Experimentation Setup #47

Open alexpiehler opened 4 years ago

alexpiehler commented 4 years ago

Experimental Setups

Experiment Description Models Output
Different Seeds try different seeds to evaluate stochasticity VanillaVae BoxPlot, dataframe
Epochs evaluate the influence of no. of epocs 40, 80, 120 VanilleVae traversal plots, disentaglement metrics
Latent Dimensions evaluate influence of number of latent dims 10, 20, 40 VanillaVae Active Units
ResNet as Encoder try ResNet as encoder to evaluate the influence of the architecture on the model VanillaVae Traversal Plots, disentanglement metrics