deep-generative-models

There are 2 repositories under deep-generative-models topic.

AspirinCode / papers-for-molecular-design-using-DL
List of Molecular and Material design using Generative AI and Deep Learning
deep-generative-models diffusion drug-design energy-based-model gan generative-ai gnns lstm material-design molecular-design prompt-learning reinforcement-learning rnn score-based-generative-models transformer vae
882
zengxianyu / sketchedit
SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022
cvpr2022 deep-generative-models gans image-editing image-inpainting image-manipulation inpainting inpainting-algorithm sketch
Language:Python 254
ddpm-torch
tqch / ddpm-torch
Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)
ddpm deep-generative-models diffusion-models pytorch denoising-diffusion deep-learning
Language:Python 217
deep-learning-indaba / indaba-pracs-2022
Notebooks for the Practicals at the Deep Learning Indaba 2022.
bayesian-inference deep-generative-models graph-neural-networks jax reinforcement-learning transformers
Language:Jupyter Notebook 178
probabilisticai / probai-2019
Materials of the Nordic Probabilistic AI School 2019.
bayesian deep-generative-models probabilistic-ai probabilistic-machine-learning probabilistic-models probabilistic-programming summer-school
Language:Jupyter Notebook 129
probabilisticai / probai-2021
Materials of the Nordic Probabilistic AI School 2021.
bayesian deep-generative-models probabilistic-ai probabilistic-machine-learning probabilistic-models probabilistic-programming summer-school
Language:Jupyter Notebook 93
asarigun / awesome-denovo-papers
Awesome De novo drugs design papers
deep-generative-models denovo-design gans cheminformatics deep-learning machine-learning neural-networks paper diffusion-model gcn gnns drug-design drug-discovery generative-model variational-autoencoder target-based-drug
90
yulinliu101 / DeepTP
A deep generative model to predict aircraft actual trajectories using high dimensional weather data
trajectory-generation trajectory-prediction trajectory-inference lstm encoder-decoder encoder-decoder-model generative-model aircraft-performance gaussian-mixtures spatio-temporal deep-generative-models
Language:Jupyter Notebook 87
Jason-cs18 / awesome-avatar
📖 A curated list of resources dedicated to avatar.
avatar awesome-list co-speech-gesture deep-generative-models digital-human pose2img talking-head
Language:Jupyter Notebook 60
VinAIResearch / PCC-pytorch
A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"
machine-learning representation-learning deep-generative-models python pytorch
Language:Python 60
makora9143 / pytorch-convcnp
A PyTorch Implementation of Convolutional Conditional Neural Process.
pytorch pytorch-implementation deeplearning bayesian-deep-learning deep-generative-models
Language:Jupyter Notebook 52
FabianFalck / mfcvae
Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of variational autoencoders to find multiple disentangled clusterings of data.
multi-facet-clustering deep-clustering variational-autoencoder deep-generative-models clustering vade variational-deep-embedding
Language:Python 40
MJfadeaway / DAS
DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations
adaptive-sampling deep-generative-models deep-learning partial-differential-equations pde physics-informed-neural-networks pinn scientific-machine-learning
Language:Python 38
boathit / deepgtt
DeepGTT: Learning Travel Time Distributions with Deep Generative Model
travel-time deep-generative-models vae
Language:Jupyter Notebook 36
v-diffusion-torch
tqch / v-diffusion-torch
PyTorch Implementation of V-objective Diffusion Probabilistic Models with Classifier-free Guidance
deep-generative-models pytorch denoising-diffusion-models classifier-free
Language:Python 32
tsinghua-fib-lab / DeepMobility
The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.
deep-generative-models urban-mobility
Language:Python 16
Center-for-Health-Data-Science / bulkDGD
Code, documentation, and tutorials for the DGD model trained on bulk RNA-Seq data.
deep-generative-model deep-generative-modelling deep-generative-models neural-network rna-seq rna-seq-analysis rnaseq rnaseq-analysis
Language:Python 13
Tayjsl97 / RL-Chord
This is the official implementation of RL-Chord (TNNLS).
deep-generative-models deep-learning reinforcement-learning symbolic-music-generation
Language:Python 12
hamidreza-dastmalchi / WIPA-Face-Super-Resolution
Pytorch implementation of WIPA: Super-resolution of very low-resolution face images with a Wavelet Integrated, Identity Preserving, Adversarial Network.
cnn-network deep-generative-models face-hallucination generative-adversarial-network super-resolution
Language:Python 11
MRSAIL-Mini-Robotics-Software-AI-Lab / GANVAS-models
Generative Autoregressive, Normalized Flows, VAEs, Score-based models (GANVAS)
machine-learning deep-learning artificial-intelligence deep-generative-models pytorch
Language:Python 10
ameya98 / DeepGenerativeModels
PyTorch Implementations of Popular Deep Generative Models.
deep-learning deep-generative-models pytorch-implementations
Language:Python 9
YuejiangLIU / pytorch-collaborative-gan-sampling
A basic PyTorch implementation of the Collaborative Sampling in Generative Adversarial Networks
generative-adversarial-networks deep-generative-models monte-carlo-sampling
Language:Python 7
ImanGoudarzvand / MultiSpectral-Diffusion
Official PyTorch implementation of the paper "MultiSpectral diffusion: joint generation of wavelet coefficients for image synthesis and upsampling"
deep-generative-models diffusion-models image-generation multitask-learning wavelet-transform image-upsampling
Language:Python 5
pemami4911 / IODINE.pytorch
Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450
deep-generative-models deep-learning object-centric representation-learning variational-autoencoder
Language:Python 4
tqch / Flow-Based-Deep-Generative-Models
deep-generative-models flows realnvp
Language:Python 4
gtesei / facial_unpaired_i2i_translation_SA_C_CC_GAN
Facial Unpaired Image-to-Image Translation with (Self-Attention) Conditional Cycle-Consistent Generative Adversarial Networks
deep-generative-models
Language:Python 2
agnarbjoernstad / DeepLearning
Exercises from IT3030 V20
deeplearning dyp-laering it3030 neural-network autoencoder semisupervised-learning deep-generative-models dcgan variational-autoencoder
Language:Python 1
dadadadawjb / DGMHowTo
Deep Generative Models with clean and well-annotated PyTorch re-implementation
deep-generative-models deep-learning how-to pytorch
Language:Python 1
michelhilg / data-synthesis
This GitHub repository showcases my bachelor thesis which is focused on exploring the application and comparison of various deep generative models for synthetic image augmentation in manufacturing domain.
data-synthesis deep-generative-models denoising-diffusion generative-adversarial-network image-classification image-processing manufacturing synthetic-augmentation variational-autoencoder metal-surface-defect-detection
Language:Jupyter Notebook 1
priyanshujiiii / awesome-GenAI
Resources and references on solved and unsolved problems in generative AI, covering probabilistic foundations, model architectures, learning algorithms, implementations, and applications.
ai-applications autoregressive-models deep-generative-models diffusion-models gan generative-adversarial-networks generative-ai large-language-models llm machine-learning probabilistic-models pytorch vae variational-autoencoders
1
andreasfloros / diffusion
Denoising Diffusion Probabilistic Models
ddpm deep-generative-models denoising-diffusion diffusion-models
Language:Python 0
bavafaali / Generative-Models
Deep Generative Models
dgm pgm generative-models deep-generative-models probabilistic-graphical-models
Language:Jupyter Notebook 0
VictorZXY / expressive-graph-gen
Mini-project for my CST Part III Representation Learning on Graphs and Networks (L45) module
deep-generative-models deep-learning graph-neural-networks machine-learning pytorch torchdrug
Language:Python 0
Nihar3453 / variational-autoencoder-facegen
A Variational Autoencoder (VAE) for face image reconstruction with slight new face generation. Compresses faces into latent space, reconstructs realistic images, and generates subtle variations. Useful for facial synthesis, data augmentation, image compression and generative modeling.
deep-generative-models deep-learning face-generation neural-networks variational-autoencoder artificial-intelligence generative-ai machine-learning
Language:Jupyter Notebook
tqch / VAEGAN
deep-generative-models generative-adversarial-network variational-autoencoder
Language:Python
yehonatanke / UNet_DDPM
Diffusion model for image generation, based on the Denoising Diffusion Probabilistic Models (DDPM) and U-Net architecture.
ddpm diffusion-models u-net computer-vision deep-generative-models
Language:Python

deep-generative-models

AspirinCode / papers-for-molecular-design-using-DL

zengxianyu / sketchedit

tqch / ddpm-torch

deep-learning-indaba / indaba-pracs-2022

probabilisticai / probai-2019

probabilisticai / probai-2021

asarigun / awesome-denovo-papers

yulinliu101 / DeepTP

Jason-cs18 / awesome-avatar

VinAIResearch / PCC-pytorch

makora9143 / pytorch-convcnp

FabianFalck / mfcvae

MJfadeaway / DAS

boathit / deepgtt

tqch / v-diffusion-torch

tsinghua-fib-lab / DeepMobility

Center-for-Health-Data-Science / bulkDGD

Tayjsl97 / RL-Chord

hamidreza-dastmalchi / WIPA-Face-Super-Resolution

MRSAIL-Mini-Robotics-Software-AI-Lab / GANVAS-models

ameya98 / DeepGenerativeModels

YuejiangLIU / pytorch-collaborative-gan-sampling

ImanGoudarzvand / MultiSpectral-Diffusion

pemami4911 / IODINE.pytorch

tqch / Flow-Based-Deep-Generative-Models

gtesei / facial_unpaired_i2i_translation_SA_C_CC_GAN

agnarbjoernstad / DeepLearning

dadadadawjb / DGMHowTo

michelhilg / data-synthesis

priyanshujiiii / awesome-GenAI

andreasfloros / diffusion

bavafaali / Generative-Models

VictorZXY / expressive-graph-gen

Nihar3453 / variational-autoencoder-facegen

tqch / VAEGAN

yehonatanke / UNet_DDPM