Projects in Awesome Lists tagged with deep-generative-model

https://github.com/scverse/scvi-tools

Deep probabilistic analysis of single-cell and spatial omics data

cite-seq deep-generative-model deep-learning human-cell-atlas scrna-seq scverse single-cell-genomics single-cell-rna-seq variational-autoencoder variational-bayes

Last synced: 14 Dec 2025

https://github.com/lrjconan/GRAN

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

deep-generative-model generative-model graph-generation graph-neural-networks neurips-2019

Last synced: 01 May 2025

https://github.com/maum-ai/nuwave

NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021

deep-generative-model deep-learning neural-audio-upsampling pytorch super-resolution upsampling

Last synced: 09 Apr 2025

https://github.com/minkaixu/geoldm

Geometric Latent Diffusion Models for 3D Molecule Generation

deep-generative-model diffusion-models drug-discovery geometric-deep-learning icml-2023 molecule molecule-generation

Last synced: 10 Apr 2025

https://github.com/sony/sqvae

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

bayesian deep-generative-model generative-model gumbel-softmax machine-learning pytorch vae variational-autoencoder vector-quantization vq-vae

Last synced: 21 Aug 2025

https://github.com/yunqing-me/AttackVLM

[NeurIPS-2023] Annual Conference on Neural Information Processing Systems

adversarial-attack deep-generative-model foundation-models generative-ai image-to-text-generation large-language-models text-to-image-generation trustworthy-ai vision-language-model

Last synced: 27 Jul 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/maum-ai/wavegrad2

Unofficial Pytorch Implementation of WaveGrad2

deep-generative-model deep-learning end-to-end speech-synthesis text-to-speech tts

Last synced: 02 Aug 2025

https://github.com/sony/san

PyTorch implementation of slicing adversarial network (SAN)

deep-generative-model gan generative-model machine-learning optimal-transport pytorch sliced-wasserstein-distance wasserstein-distance

Last synced: 13 Apr 2025

https://github.com/sony/diffroll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

automatic-music-transcription deep-generative-model diffusion generative-model inpainting machine-learning music-generation pytorch

Last synced: 14 Jul 2025

https://github.com/sony/DiffRoll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

automatic-music-transcription deep-generative-model diffusion generative-model inpainting machine-learning music-generation pytorch

Last synced: 17 Mar 2025

https://github.com/suwonglab/causalegm

A General Causal Inference Framework by Encoding Generative Modeling

causal-inference causal-machine-learning causality deep-generative-model generative-model treatment-effects

Last synced: 22 Oct 2025

https://github.com/l0sg/nanoflow

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)

deep-generative-model density-estimation generative-models normalizing-flows probabilistic-models pytorch speech-synthesis

Last synced: 11 Jul 2025

https://github.com/kimmo1019/Roundtrip

Roundtrip: density estimation with deep generative neural networks

deep-generative-model deep-learning density-estimation gan likelihood-free-inference

Last synced: 15 Jul 2025

https://github.com/franxyao/gumbel-crf

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

crf data-to-text deep-generative-model density-estimation generative-model gradient-estimator paraphrase-generation structured-prediction text-generation

Last synced: 30 Apr 2025

https://github.com/pinellolab/pyrovelocity

𝒫robabilistic modeling of RNA velocity ⬱

cell-fate-determination deep-generative-model developmental-trajectories multiomics probabilistic-models probabilistic-programming pyro rna-splicing rna-splicing-analysis rna-velocity rna-velocity-estimation single-cell-genomics single-cell-multiomics single-cell-rna-seq transcriptomics

Last synced: 06 Oct 2025

https://github.com/robert-giaquinto/gradient-boosted-normalizing-flows

We got a stew going!

boosting deep-generative-model density-estimation normalizing-flows pytorch variational-autoencoder variational-inference

Last synced: 23 Apr 2025

https://github.com/hollobit/ml_evaluation_metrics

Landscape of ML/DL performance evaluation metrics

accuracy-metrics auc-roc-curve classification computer-vision-metrics confusion-matrix deep-generative-model deep-learning deep-neural-networks detection evaluation evaluation-metrics metrics ml performance-analysis prediction regression-metrics segmentation statistical-metrics super-resolution

Last synced: 06 Mar 2025

https://github.com/aspirincode/alphappimd

Exploring the conformational ensembles of protein-protein complexes with transformer-based generative neural networks

ambertools deep-generative-model dockq molecular-dynamics openmm ppi protein-protein-complexes transformers

Last synced: 24 Jul 2025

https://github.com/pyladiesams/pyro-may2023

Meet Uber's Pyro - popular framework for probabilistic programming. Learn how to introduce regularization and prior assumptions into a model, at first for a simple use case of Bayesian Linear Regression and later in an introduction to deep generative models with Pyro.

bayesian deep-generative-model probabilistic-programming pyro regularization

Last synced: 09 Apr 2025