18 results found Sort:

scverse
scvi-tools scverse
341
1.2k
bsd-3-clause
27
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
4,014 commits to main branch, last one a day ago
lrjconan
GRAN lrjconan
96
458
mit
11
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
atfortes
Awesome-Controllable-Generation atfortes
18
298
mit
7
Papers and resources on Controllable Generation using Diffusion Models, including ControlNet, DreamBooth, T2I-Adapter, IP-Adapter.
dall-e papers controlnet dreambooth ip-adapter midjourney text-to-3d t2i-adapter customization generative-ai text-to-image text-to-video generative-art image-synthesis personalization diffusion-models latent-diffusion stable-diffusion consistency-models deep-generative-model
Created 2023-03-24
72 commits to main branch, last one 17 days ago
maum-ai
nuwave maum-ai
20
280
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 about a year ago
MinkaiXu
GeoLDM MinkaiXu
33
178
mit
7
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
19
170
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 about a year ago
yunqing-me
AttackVLM yunqing-me
5
135
mit
2
[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
34 commits to main branch, last one 8 months ago
FranxYao
dgm_latent_bow FranxYao
14
124
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 2 years ago
maum-ai
wavegrad2 maum-ai
17
110
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 2 years ago
naru-project
naru naru-project
32
95
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 4 years ago
joanrod
ocr-vqgan joanrod
0
67
unknown
2
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 about a year ago
sony
san sony
1
67
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 16 days ago
sony
DiffRoll sony
11
64
mit
3
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 about a year ago
kimmo1019
Roundtrip kimmo1019
13
62
mit
5
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 2 months ago
SUwonglab
CausalEGM SUwonglab
8
58
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 27 days ago
OctoberChang
klcpd_code OctoberChang
13
57
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 4 years ago
pinellolab
pyrovelocity pinellolab
5
37
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
231 commits to main branch, last one 9 months ago
yukara-ikemiya
minimal-sqvae yukara-ikemiya
3
27
mit
1
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 8 months ago