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
generative-ai molecular-design deep-generative-models drug-design diffusion gan gnns lstm reinforcement-learning rnn transformer vae energy-based-model prompt-learning score-based-generative-models material-design
860
zengxianyu / sketchedit
SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022
gans inpainting inpainting-algorithm image-inpainting deep-generative-models image-manipulation image-editing sketch cvpr2022
Language:Python 253
ddpm-torch
tqch / ddpm-torch
Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)
ddpm deep-generative-models deep-learning denoising-diffusion diffusion-models pytorch
Language:Python 214
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 176
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.
probabilistic-ai probabilistic-machine-learning probabilistic-models deep-generative-models probabilistic-programming bayesian 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
87
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 82
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
Jason-cs18 / awesome-avatar
📖 A curated list of resources dedicated to avatar.
avatar awesome-list co-speech-gesture deep-generative-models digital-human talking-head pose2img
Language:Jupyter Notebook 58
makora9143 / pytorch-convcnp
A PyTorch Implementation of Convolutional Conditional Neural Process.
pytorch pytorch-implementation deeplearning bayesian-deep-learning deep-generative-models
Language:Jupyter Notebook 49
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 physics-informed-neural-networks scientific-machine-learning partial-differential-equations pde deep-learning pinn
Language:Python 37
boathit / deepgtt
DeepGTT: Learning Travel Time Distributions with Deep Generative Model
deep-generative-models travel-time vae
Language:Jupyter Notebook 36
v-diffusion-torch
tqch / v-diffusion-torch
PyTorch Implementation of V-objective Diffusion Probabilistic Models with Classifier-free Guidance
classifier-free deep-generative-models denoising-diffusion-models pytorch
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 13
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 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 10
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
Tayjsl97 / RL-Chord
This is the official implementation of RL-Chord (TNNLS).
deep-generative-models deep-learning reinforcement-learning symbolic-music-generation
Language:Python 9
ameya98 / DeepGenerativeModels
PyTorch Implementations of Popular Deep Generative Models.
deep-generative-models deep-learning pytorch-implementations
Language:Python 8
YuejiangLIU / pytorch-collaborative-gan-sampling
A basic PyTorch implementation of the Collaborative Sampling in Generative Adversarial Networks
deep-generative-models generative-adversarial-networks 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
object-centric representation-learning deep-learning deep-generative-models variational-autoencoder
Language:Python 4
tqch / Flow-Based-Deep-Generative-Models
deep-generative-models flows realnvp
Language:Python 3
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
andreasfloros / diffusion
Denoising Diffusion Probabilistic Models
ddpm deep-generative-models denoising-diffusion diffusion-models
Language:Python 0
AnmolS99 / Deep-Generative-Models
Comparison of standard autoencoder and variational autoencoder (VAE) as deep generative models
anomaly-detection autoencoder deep-generative-models mnist numpy python tensorflow variational-autoencoder
Language:Python 0
bavafaali / Generative-Models
dgm pgm generative-models deep-generative-models probabilistic-graphical-models
Language:Jupyter Notebook 0
generative-ai-sut / generative-ai-sut.github.io
Deep Generative Models Course Page @ Sharif University of Technology
deep-generative-models diffusion-models gen-ai genai generative generative-ai generative-models sharif-university-of-technology sut
Language:Vue 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
k--chow / NICE-flow-keras
Implementation of NICE (Non-linear Independent Components Estimation) in TF Keras
normalizing-flows keras deep-generative-models density-estimation deep-learning neural-network
Language:Jupyter Notebook
tqch / VAEGAN
deep-generative-models generative-adversarial-network variational-autoencoder
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

VinAIResearch / PCC-pytorch

Jason-cs18 / awesome-avatar

makora9143 / pytorch-convcnp

FabianFalck / mfcvae

MJfadeaway / DAS

boathit / deepgtt

tqch / v-diffusion-torch

tsinghua-fib-lab / DeepMobility

Center-for-Health-Data-Science / bulkDGD

hamidreza-dastmalchi / WIPA-Face-Super-Resolution

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

Tayjsl97 / RL-Chord

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

andreasfloros / diffusion

AnmolS99 / Deep-Generative-Models

bavafaali / Generative-Models

generative-ai-sut / generative-ai-sut.github.io

VictorZXY / expressive-graph-gen

k--chow / NICE-flow-keras

tqch / VAEGAN