clementchadebec/reproduced_vamp

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_vamp")

Reproducibility

This trained model reproduces the results of Table 1 in [1].

Model	Dataset	Metric	Obtained value	Reference value
VAMP (K=500)	Binary MNIST	NLL (5000 IS)	85.79 (0.00)	85.57

[1] Jakub Tomczak and Max Welling. Vae with a vampprior. In International Conference on Artificial Intelligence and Statistics, pages 1214–1223. PMLR, 2018.