Search Results for author: Victoria Leong

Found 1 papers, 0 papers with code

Learning multi-modal generative models with permutation-invariant encoders and tighter variational bounds

no code implementations1 Sep 2023 Marcel Hirt, Domenico Campolo, Victoria Leong, Juan-Pablo Ortega

To encode latent variables from different modality subsets, Product-of-Experts (PoE) or Mixture-of-Experts (MoE) aggregation schemes have been routinely used and shown to yield different trade-offs, for instance, regarding their generative quality or consistency across multiple modalities.

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