latent-variable-models topic

List latent-variable-models repositories

lnfmm

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Latent Normalizing Flows for Many-to-Many Cross Domain Mappings (ICLR 2020)

sem

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:white_medium_small_square: <- :white_circle: Structural Equation Modeling from a broader context.

bi-vae

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Code for the paper "Bilateral Variational Autoencoder for Collaborative Filtering", WSDM'21

GGLasso

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A Python package for General Graphical Lasso computation

DialogVED

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Code and released pre-trained model for our ACL 2022 paper: "DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation"

discourse_atoms

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How are topics encoded in semantic space? Repository to accompany PNAS article: https://www.pnas.org/doi/10.1073/pnas.2108801119

data2text-seq-plan-py

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Code for TACL 2022 paper on Data-to-text Generation with Variational Sequential Planning

CTG-latentAEs

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[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.

GFlowNet-EM

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Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.