clementchadebec/reproduced_beta_tc_vae

This model was trained with pythae. It can be downloaded or reloaded using the method load_from_hf_hub

>>> from pythae.models import AutoModel
>>> model = AutoModel.load_from_hf_hub(hf_hub_path="clementchadebec/reproduced_beta_tc_vae")

Reproducibility

This trained model reproduces the results of the official implementation of [1].

Model	Dataset	Metric	Obtained value	Reference value
BetaTCVAE	DSPRITES	ELBO/Modified ELBO (after 50 epochs)	710.41/85.54	712.26/86.40

[1] Ricky TQ Chen, Xuechen Li, Roger B Grosse, and David K Duvenaud. Isolating sources of disentanglement in variational autoencoders. Advances in neural information processing systems, 31, 2018.