VAEs on https://jumpynitro.github.io/blog/categories/vaes/ Recent content in VAEs on Hugo -- gohugo.io en-us Thu, 07 Jul 2022 00:00:00 +0000 MPCC: Matching priors and conditional for clustering https://jumpynitro.github.io/blog/2022/07/mpcc/ Thu, 07 Jul 2022 00:00:00 +0000 https://jumpynitro.github.io/blog/2022/07/mpcc/ Generative adversarial model for clustering. This model is derived from a KL Divergence perspective between inference and generative distributions. Generative-inference models: Theory and empirical analysis (Part II) https://jumpynitro.github.io/blog/2022/07/gim2/ Wed, 06 Jul 2022 00:00:00 +0000 https://jumpynitro.github.io/blog/2022/07/gim2/ Many Generative models have an infertence counter part. In this work we explore how they are formulated. We also studied their representation learning and generative capabilities theoretically and empirically. Generative-inference models: Theory and empirical analysis (Part I) https://jumpynitro.github.io/blog/2022/07/gim1/ Tue, 05 Jul 2022 00:00:00 +0000 https://jumpynitro.github.io/blog/2022/07/gim1/ Many Generative models have an infertence counter part. In this work we explore how they are formulated. We also studied their representation learning and generative capabilities theoretically and empirically.