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Projects in Awesome Lists tagged with latent-variable-models

A curated list of projects in awesome lists tagged with latent-variable-models .

https://github.com/phizaz/diffae

Official implementation of Diffusion Autoencoders

autoencoder cvpr2022 deep-learning diffusion-models ffhq latent-variable-models lsun

Last synced: 16 May 2025

https://github.com/timbmg/vae-cvae-mnist

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

cvae deep-learning latent-variable-models mnist pytorch vae variational-autoencoder

Last synced: 04 Apr 2025

https://github.com/kpandey008/DiffuseVAE

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

controllable-generation ddpm diffusion-models generative-model latent-variable-models vae

Last synced: 03 Apr 2025

https://github.com/franxyao/dgm_latent_bow

Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words

deep-generative-model gumbel-softmax latent-variable-models natural-language-generation paraphrase-generation

Last synced: 30 Apr 2025

https://github.com/chunyuanli/alice

NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

bayesian-inference entropy generative-adversarial-network image-translation latent-variable-models

Last synced: 15 Apr 2025

https://github.com/ryoungj/BoLT

Code for "Reasoning to Learn from Latent Thoughts"

language-model latent-variable-models pretraining self-improvement synthetic-data

Last synced: 04 Oct 2025

https://github.com/imkett/ctg-latentaes

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

autoencoders controllable-generation generative-model latent-variable-models natural-language-processing paperlist representation-learning text-generation vae variational-autoencoder

Last synced: 04 Jan 2026

https://github.com/kaanakan/stretchbev

Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"

autonomous-driving autonomous-vehicles deep-learning eccv2022 future-prediction generative-models instance-segmentation latent-variable-models pytorch segmentation state-space-models stochastic vae

Last synced: 20 Mar 2025

https://github.com/visinf/cos-cvae

Diverse Image Captioning with Context-Object Split Latent Spaces (NeurIPS 2020)

conditional-vae image-captioning latent-variable-models neurips2020 variational-autoencoder

Last synced: 23 Mar 2025

https://github.com/fabian-sp/GGLasso

A Python package for General Graphical Lasso computation

graphical-lasso graphical-models latent-variable-models network-inference optimization

Last synced: 01 May 2025

https://github.com/fabian-sp/gglasso

A Python package for General Graphical Lasso computation

graphical-lasso graphical-models latent-variable-models network-inference optimization

Last synced: 06 Apr 2025

https://github.com/m-clark/sem

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

bayesian-nonparametric-models graphical-models growth-curves irt latent-variable-models lavaan mixture-model r sem structural-equation-modeling topic-modeling

Last synced: 30 Apr 2025

https://github.com/lcbc-uio/galamm

An R package for estimating generalized additive mixed models with latent variables

generalized-additive-models hierarchical-models item-response-theory latent-variable-models structural-equation-models

Last synced: 22 Oct 2025

https://github.com/yixuan/almond

ALMOND: Adaptive Latent Modeling and Optimization via Neural Networks and Langevin Diffusion

deep-learning langevin-diffusion latent-variable-models machine-learning neural-networks

Last synced: 22 Jul 2025

https://github.com/alexiajm/legit

An R package for the Latent Environmental & Genetic InTeraction (LEGIT) model

environment genetic-variants genetics glm gxe gxe-modelling interactions latent-variable-models latent-variables r

Last synced: 10 Apr 2025

https://github.com/marmarelis/qdiffusion.jl

Leveraging the full dimensionality of single-cell transcriptomics (among other things!)

embeddings estimation high-dimensional-statistics latent-variable-models omics

Last synced: 03 Feb 2026

https://github.com/harrisonritz/statespaceanalysis.jl

A package for parameter estimation of Linear-Gaussian state-space models, specialized for neuroimaging analysis

computational-neuroscience expectation-maximization latent-variable-models linear-dynamical-systems machine-learning state-space-model

Last synced: 08 Apr 2026

https://github.com/timbmg/dial-lv

Re-implementation of "Latent Variable Dialogue Models and their Diversity" paper by Kris Cao & Stephen Clark. https://arxiv.org/abs/1702.05962

latent-variable-models pytorch rnn seq2seq

Last synced: 07 May 2026

https://github.com/themattinthehatt/rlvm

MATLAB implementation of a rectified latent variable model for analysis of neural time series data.

latent-variable-models neural-data-analysis neuroscience

Last synced: 11 Apr 2025

https://github.com/m-clark/heatr

Visualizing correlation matrix structure.

correlation interactive latent-variable-models r visualization

Last synced: 12 Sep 2025

https://github.com/alexiajm/legit_sas

SAS macros for the Latent Environmental & Genetic InTeraction (LEGIT) model

environment genetics glm gxe interactions latent-variable-models macros sas

Last synced: 11 Feb 2026

https://github.com/bozenne/lavapenalty

lava plugin allowing regularization terms

latent-variable-models lava-r-package r regularization statistics

Last synced: 15 Jan 2026

https://github.com/brody-lab/findr

FINDR: Flow-field Inference from Neural Data using deep Recurrent networks

latent-variable-models neural-differential-equations neuroscience

Last synced: 13 Jul 2025

https://github.com/bodin-e/linear-combinations-of-latents

Implementation of LOL from "Linear Combinations of Latents in Generative Models: Subspaces and Beyond"

diffusion-models generative-ai latent-spaces latent-variable-models machine-learning

Last synced: 16 Jan 2026

https://github.com/bozenne/lavasearch2

Tools for model specification in the latent variable framework (add-on for the lava package)

inference latent-variable-models r statistics

Last synced: 05 Jan 2026

https://github.com/nrgrp/dlfm

Multi-convex programming for discrete latent factor models prototyping

convex-optimization latent-variable-models model-fitting multi-convex-programming

Last synced: 16 Jan 2026

https://github.com/bozenne/lavareduce

Latent variable models with linear predictors

latent-variable-models lava-r-package r statistics

Last synced: 15 Jan 2026