Clustering

TreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion

Generative modeling and clustering are conventionally distinct tasks in machine learning. Variational Autoencoders (VAEs) have been widely explored for their ability to integrate …

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Jorge da Silva Gonçalves
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Structured Generations: Using Hierarchical Clusters to guide Diffusion Models

This paper introduces Diffuse-TreeVAE, a deep generative model that integrates hierarchical clustering into the framework of Denoising Diffusion Probabilistic Models (DDPMs). The …

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Jorge da Silva Gonçalves
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