1 code implementation • 16 Mar 2023 • Imant Daunhawer, Alice Bizeul, Emanuele Palumbo, Alexander Marx, Julia E. Vogt
Our work generalizes previous identifiability results by redefining the generative process in terms of distinct mechanisms with modality-specific latent variables.
no code implementations • NeurIPS Workshop ICBINB 2021 • Imant Daunhawer, Thomas M. Sutter, Kieran Chin-Cheong, Emanuele Palumbo, Julia E. Vogt
Multimodal variational autoencoders (VAEs) have shown promise as efficient generative models for weakly-supervised data.