latent-variable-models topic
lnfmm
Latent Normalizing Flows for Many-to-Many Cross Domain Mappings (ICLR 2020)
sem
:white_medium_small_square: <- :white_circle: Structural Equation Modeling from a broader context.
bi-vae
Code for the paper "Bilateral Variational Autoencoder for Collaborative Filtering", WSDM'21
GGLasso
A Python package for General Graphical Lasso computation
DialogVED
Code and released pre-trained model for our ACL 2022 paper: "DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation"
Neural-Scene-Representation-and-Rendering
Generative Query Network for rendering 3D scenes from 2D images
discourse_atoms
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
Code for TACL 2022 paper on Data-to-text Generation with Variational Sequential Planning
CTG-latentAEs
[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.
GFlowNet-EM
Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.