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latent-variable-models

Here are 125 public repositories matching this topic...

phizaz / diffae

Official implementation of Diffusion Autoencoders

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

Updated Sep 12, 2024
Jupyter Notebook

timbmg / VAE-CVAE-MNIST

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

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

Updated Jul 25, 2024
Python

mims-harvard / nimfa

Nimfa: Nonnegative matrix factorization in Python

embeddings matrix-factorization latent-variable-models latent-features nonnegative-matrix-factorization

Updated Feb 12, 2021
Python

ParthaEth / GIF

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

generative-adversarial-network gan gans latent-variable-models generative-models conditonal-gan generative-interpretable-faces photorealistic-faces photorealism

Updated Sep 13, 2022
Python

FranxYao / Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

natural-language-processing parsing decoding text-generation generative-text generative-model graphical-models mcmc language-model generative-adversarial-networks variational-inference markov-chain-monte-carlo latent-variable-models normalizing-flows structured-prediction discrete-structures generative-models variational-autoencoders approximate-inference gradient-estimation

Updated Dec 12, 2022

kpandey008 / DiffuseVAE

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

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

Updated Sep 10, 2022
Python

Nrgeup / controllable-text-attribute-transfer

Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)

nlp latent-variable-models text-style-transfer

Updated Oct 28, 2019
Python

nanguoshun / LSR

Pytorch Implementation of our ACL 2020 Paper "Reasoning with Latent Structure Refinement for Document-Level Relation Extraction"

natural-language-processing deep-learning latent-variable-models

Updated Dec 1, 2020
Python

FranxYao / dgm_latent_bow

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

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

Updated Oct 9, 2021
Python

amidst / toolbox

A Java Toolbox for Scalable Probabilistic Machine Learning

data-science machine-learning bayesian-methods graphical-models bayesian-networks latent-variable-models streaming-data

Updated Sep 21, 2023
Java

ChunyuanLI / ALICE

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

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

Updated Aug 16, 2018
Jupyter Notebook

edouardelasalles / srvp

Official implementation of the paper Stochastic Latent Residual Video Prediction

deep-learning pytorch generative-model stochastic vae latent-variable-models video-prediction icml-2020

Updated Mar 29, 2022
Python

soroosh-rz / Bayesian-Methods-for-Machine-Learning

Bayesian Methods for Machine Learning

machine-learning coursera bayesian-methods expectation-maximization variational-inference latent-variable-models

Updated Jun 27, 2019
Jupyter Notebook

ImKeTT / CTG-latentAEs

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

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

Updated Dec 23, 2022

shivamsaboo17 / Neural-Scene-Representation-and-Rendering

Generative Query Network for rendering 3D scenes from 2D images

neural-network rendering scene lstm convolutional-neural-networks deepmind unsupervised-learning latent-variable-models gqn

Updated Aug 29, 2018
Python

kaanakan / stretchbev

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

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

Updated Oct 6, 2022
Python

kaanakan / slamp

SLAMP: Stochastic Latent Appearance and Motion Prediction

deep-learning pytorch generative-model stochastic vae optical-flow autonomous-driving latent-variable-models video-prediction future-prediction iccv2021

Updated Apr 10, 2023
Python

lemuria-wchen / 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"

pytorch latent-variable-models dialogue-generation pretrained-model

Updated Dec 23, 2022
Python

GFNOrg / GFlowNet-EM

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

grammar expectation-maximization vae latent-variable-models gflownet

Updated Feb 9, 2024
Jupyter Notebook

gabrevaya / LatentDiffEq.jl

Latent Differential Equations models in Julia.

flux machine-learning julia dynamical-systems differential-equations latent-variable-models neural-ode scientific-machine-learning latent-odes sciml sci-ml goku-nets diffeqflux

Updated Sep 19, 2022
Julia

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