16 results found Sort:

phizaz
diffae phizaz
131
875
mit
8
Official implementation of Diffusion Autoencoders
ffhq lsun cvpr2022 autoencoder deep-learning diffusion-models latent-variable-models
Created 2022-01-11
83 commits to master branch, last one 3 months ago
timbmg
VAE-CVAE-MNIST timbmg
104
593
unknown
8
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
vae cvae mnist pytorch deep-learning latent-variable-models variational-autoencoder
Created 2018-02-26
30 commits to master branch, last one about a year ago
mims-harvard
nimfa mims-harvard
133
546
other
36
Nimfa: Nonnegative matrix factorization in Python
embeddings latent-features matrix-factorization latent-variable-models nonnegative-matrix-factorization
Created 2011-07-06
560 commits to master branch, last one 3 years ago
ParthaEth
GIF ParthaEth
63
409
mit
24
GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
gan gans photorealism conditonal-gan generative-models photorealistic-faces latent-variable-models generative-adversarial-network generative-interpretable-faces
Created 2020-08-11
29 commits to master branch, last one 2 years ago
FranxYao
Deep-Generative-Models-for-Natural-Language-Processing FranxYao
32
392
unknown
22
DGMs for NLP. A roadmap.
mcmc parsing decoding language-model generative-text text-generation generative-model graphical-models generative-models normalizing-flows discrete-structures gradient-estimation approximate-inference structured-prediction variational-inference latent-variable-models markov-chain-monte-carlo variational-autoencoders natural-language-processing generative-adversarial-networks
Created 2019-04-09
191 commits to master branch, last one 2 years ago
kpandey008
DiffuseVAE kpandey008
35
355
mit
7
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
vae ddpm diffusion-models generative-model latent-variable-models controllable-generation
Created 2021-07-31
201 commits to main branch, last one 2 years ago
FranxYao
dgm_latent_bow FranxYao
14
123
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
amidst
toolbox amidst
35
119
apache-2.0
21
A Java Toolbox for Scalable Probabilistic Machine Learning
data-science streaming-data bayesian-methods graphical-models machine-learning bayesian-networks latent-variable-models
Created 2014-04-01
7,910 commits to master branch, last one 4 years ago
edouardelasalles
srvp edouardelasalles
15
77
apache-2.0
3
Official implementation of the paper Stochastic Latent Residual Video Prediction
vae pytorch icml-2020 stochastic deep-learning generative-model video-prediction latent-variable-models
Created 2020-02-14
29 commits to master branch, last one 2 years ago
ImKeTT
CTG-latentAEs ImKeTT
1
49
apache-2.0
5
[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.
vae paperlist autoencoders text-generation generative-model latent-variable-models controllable-generation representation-learning variational-autoencoder natural-language-processing
Created 2021-12-05
29 commits to main branch, last one about a year ago
kaanakan
stretchbev kaanakan
2
42
mit
2
Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"
vae pytorch eccv2022 stochastic segmentation deep-learning future-prediction generative-models autonomous-driving state-space-models autonomous-vehicles instance-segmentation latent-variable-models
Created 2022-07-19
5 commits to master branch, last one 2 years ago
GFNOrg
GFlowNet-EM GFNOrg
2
41
mit
5
Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.
vae grammar gflownet latent-variable-models expectation-maximization
Created 2023-01-30
8 commits to main branch, last one 10 months ago
kaanakan
slamp kaanakan
3
40
apache-2.0
3
SLAMP: Stochastic Latent Appearance and Motion Prediction
vae pytorch iccv2021 stochastic optical-flow deep-learning generative-model video-prediction future-prediction autonomous-driving latent-variable-models
Created 2021-12-07
7 commits to master branch, last one about a year ago
qu-gg
torch-neural-ssm qu-gg
8
38
unknown
5
Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting
ssm torch pytorch neural-ssm time-series neural-network generative-model state-space-model latent-variable-models neural-state-space-models
Created 2022-05-22
95 commits to main branch, last one 7 days ago
lemuria-wchen
DialogVED lemuria-wchen
6
38
unknown
2
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 pretrained-model dialogue-generation latent-variable-models
Created 2022-04-28
22 commits to main branch, last one about a year ago
insdout
Time-Series-Hybrid-Autoencoder insdout
1
34
mit
2
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
vae ddpm c-mapss pytorch time-series latent-space triplet-loss turbofan-engine diffusion-models remaining-useful-life latent-variable-models preventive-maintenance variational-autoencoder classifier-free-guidance conditional-data-generation
Created 2022-12-17
116 commits to main branch, last one 7 months ago