19 results found Sort:

scverse
scvi-tools scverse
374
1.3k
bsd-3-clause
26
Deep probabilistic analysis of single-cell and spatial omics data
scverse cite-seq scrna-seq deep-learning human-cell-atlas variational-bayes single-cell-rna-seq single-cell-genomics deep-generative-model variational-autoencoder
Created 2017-09-06
4,155 commits to main branch, last one 4 days ago
lrjconan
GRAN lrjconan
97
475
mit
10
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
neurips-2019 generative-model graph-generation deep-generative-model graph-neural-networks
Created 2019-09-26
19 commits to master branch, last one 2 years ago
maum-ai
nuwave maum-ai
20
281
bsd-3-clause
11
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021
pytorch upsampling deep-learning super-resolution deep-generative-model neural-audio-upsampling
Created 2021-03-30
42 commits to master branch, last one 2 years ago
MinkaiXu
GeoLDM MinkaiXu
44
225
mit
6
Geometric Latent Diffusion Models for 3D Molecule Generation
molecule icml-2023 drug-discovery diffusion-models molecule-generation deep-generative-model geometric-deep-learning
Created 2023-02-27
3 commits to main branch, last one about a year ago
sony
sqvae sony
21
185
apache-2.0
7
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
vae vq-vae pytorch bayesian gumbel-softmax generative-model machine-learning vector-quantization deep-generative-model variational-autoencoder
Created 2022-05-26
8 commits to main branch, last one 2 years ago
yunqing-me
AttackVLM yunqing-me
9
176
mit
1
[NeurIPS-2023] Annual Conference on Neural Information Processing Systems
generative-ai trustworthy-ai foundation-models adversarial-attack deep-generative-model large-language-models vision-language-model image-to-text-generation text-to-image-generation
Created 2023-05-26
36 commits to main branch, last one about a month ago
FranxYao
dgm_latent_bow FranxYao
14
122
mit
8
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
gumbel-softmax deep-generative-model paraphrase-generation latent-variable-models natural-language-generation
Created 2019-07-29
18 commits to master branch, last one 3 years ago
maum-ai
wavegrad2 maum-ai
16
111
bsd-3-clause
9
Unofficial Pytorch Implementation of WaveGrad2
tts end-to-end deep-learning text-to-speech speech-synthesis deep-generative-model
Created 2021-07-09
130 commits to main branch, last one 3 years ago
naru-project
naru naru-project
33
99
apache-2.0
7
Neural Relation Understanding: neural cardinality estimators for tabular data
transformers generative-model learned-database density-estimation query-optimization deep-generative-model unsupervised-learning cardinality-estimation self-supervised-learning learned-database-components autoregressive-neural-networks
Created 2019-11-20
3 commits to master branch, last one 5 years ago
sony
san sony
5
95
unknown
5
PyTorch implementation of slicing adversarial network (SAN)
gan pytorch generative-model machine-learning optimal-transport wasserstein-distance deep-generative-model sliced-wasserstein-distance
Created 2023-06-28
71 commits to main branch, last one 7 months ago
joanrod
ocr-vqgan joanrod
1
76
unknown
1
OCR-VQGAN, a discrete image encoder (tokenizer and detokenizer) for figure images in Paper2Fig100k dataset. Implementation of OCR Perceptual loss for clear text-within-image generation. Fork from VQGA...
ocr vqgan dataset ocr-vqgan paper2fig deep-learning paper2fig100k image-generation taming-transformers text-reconstruction image-reconstruction deep-generative-model
Created 2022-11-07
10 commits to master branch, last one 2 years ago
sony
DiffRoll sony
11
73
mit
2
PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model
pytorch diffusion inpainting generative-model machine-learning music-generation deep-generative-model automatic-music-transcription
Created 2022-10-11
162 commits to master branch, last one 2 years ago
SUwonglab
CausalEGM SUwonglab
11
67
unknown
3
A General Causal Inference Framework by Encoding Generative Modeling
causality causal-inference generative-model treatment-effects deep-generative-model causal-machine-learning
Created 2022-06-07
238 commits to main branch, last one 8 months ago
kimmo1019
Roundtrip kimmo1019
14
61
mit
4
Roundtrip: density estimation with deep generative neural networks
gan deep-learning density-estimation deep-generative-model likelihood-free-inference
Created 2019-12-18
139 commits to master branch, last one 9 months ago
OctoberChang
klcpd_code OctoberChang
13
58
bsd-3-clause
2
Kernel Change-point Detection with Auxiliary Deep Generative Models (ICLR 2019 paper)
deep-generative-model change-point-detection kernel-two-sample-test maximum-mean-discrepancy
Created 2019-01-13
15 commits to master branch, last one 5 years ago
pinellolab
pyrovelocity pinellolab
5
46
agpl-3.0
7
𝒫robabilistic modeling of RNA velocity ⬱
pyro multiomics rna-splicing rna-velocity transcriptomics single-cell-rna-seq probabilistic-models single-cell-genomics deep-generative-model rna-splicing-analysis single-cell-multiomics cell-fate-determination rna-velocity-estimation probabilistic-programming developmental-trajectories
Created 2022-09-07
1,947 commits to main branch, last one 5 months ago
DIG-Kaust
RockGAN DIG-Kaust
6
30
unknown
0
Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.
porous-media digital-rocks deep-generative-model generative-adversarial-network
Created 2022-09-22
78 commits to main branch, last one about a year ago
yukara-ikemiya
minimal-sqvae yukara-ikemiya
4
30
mit
2
A minimal Pytorch Implementation of Stochastically Quantized Variational AutoEncoder (SQ-VAE) by Sony
vae deep-learning generative-model deep-generative-model
Created 2023-10-15
6 commits to main branch, last one about a year ago
AspirinCode
AlphaPPImd AspirinCode
3
27
mit
2
Exploring the conformational ensembles of protein-protein complexes with transformer-based generative neural networks
ppi dockq openmm ambertools transformers molecular-dynamics deep-generative-model protein-protein-complexes
Created 2023-03-25
88 commits to main branch, last one 7 months ago