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43 search results found

Official implementation of Diffusion Autoencoders

Nimfa: Nonnegative matrix factorization in Python

Vae Cvae Mnist ⭐ 508

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

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

Deep Generative Models For Natural Language Processing ⭐ 330

DGMs for NLP. A roadmap.

Diffusevae ⭐ 149

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

Controllable Text Attribute Transfer ⭐ 127

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

Dgm_latent_bow ⭐ 106

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

Toolbox ⭐ 104

A Java Toolbox for Scalable Probabilistic Machine Learning

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

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

Official implementation of the paper Stochastic Latent Residual Video Prediction

SLAMP: Stochastic Latent Appearance and Motion Prediction

Latent Variable Models in R https://kkholst.github.io/lava/

Latentdiffeq.jl ⭐ 33

Latent Differential Equations models in Julia.

Dialogved ⭐ 30

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

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

Cos Cvae ⭐ 29

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

Gaussian Mixture Latent Vector Grammars

Ctg Latentaes ⭐ 27

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

A Python package for General Graphical Lasso computation

Cross Lingual Struct Flow ⭐ 23

PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656

Omicspls ⭐ 20

R package for High dimensional data analysis and integration with O2PLS!

◽ <- ⚪ Structural Equation Modeling from a broader context.

Neural Scene Representation And Rendering ⭐ 15

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

Torch Neural Ssm ⭐ 14

Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting

Transformers_unsupervised_anomaly_segmentation ⭐ 14

Transformer-based Models for Unsupervised Anomaly Segmentation in Brain MR Images

Archived repo (see Readme) - R package for regression and discrimination, with special focus on chemometrics and high-dimensional data.

Stretchbev ⭐ 13

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

Gflownet Em ⭐ 12

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

Discourse_atoms ⭐ 12

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

LEAP is a novel tool for discovering latent temporal causal relations.

Variational Inference for Multiply-Reported social network data https://doi.org/10.1093/jrsssa/qnac004

Archived repo - This R Package is not developed anymore (only maintenance). It was replaced by R package rchemo

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

🎓 Tidy SEM tools for academics

Advancedprobabilisticcircuits.jl ⭐ 8

Probabilistic Circuits in Julia

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

(AIWAE) Improving importance weighted auto-encoders with annealed importance sampling

Gait-phase Estimation Module

Code for 'Relational Deep Learning: A Deep Latent Variable Model for Link Prediction' - AAAI

Cluttered-Scene 6D Grasping with Latent Plans

StAtistical Models for the UnsupeRvised segmentAion of tIme-Series

1-43 of 43 search results

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