GitHub topics: cvae
theislab/trVAE
Conditional out-of-distribution prediction
Language: Python - Size: 41.8 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 63 - Forks: 12
TarikToha/CVAE Fork of AntixK/PyTorch-VAE
Conditional Variational Autoencoder in PyTorch
Language: Python - Size: 45.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
theislab/ncem
Learning cell communication from spatial graphs of cells
Language: Python - Size: 40.8 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 112 - Forks: 14
boranim/Convolutional-cVAE-practice-with-MNIST
Notebook for practicing cVAE model using MNIST dataset
Language: Jupyter Notebook - Size: 1.37 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
legalaspro/modern_ai_foundations
A collection of implementations exploring modern AI architectures and foundational models.
Language: Jupyter Notebook - Size: 40.4 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
unnir/cVAE
Simple and clean implementation of Conditional Variational AutoEncoder (cVAE) using PyTorch
Language: Python - Size: 19.5 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 102 - Forks: 20
O-Albz/TIF360ProjectD
A convolutional conditional variational autoencoder (CVAE) for audio synthesis and classification using spectrograms. The model learns a latent representation conditioned on class labels to enable both reconstruction and generation of audio-like data.
Language: Jupyter Notebook - Size: 25.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
hwalsuklee/tensorflow-generative-model-collections
Collection of generative models in Tensorflow
Language: Python - Size: 4.57 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 3,923 - Forks: 848
timbmg/VAE-CVAE-MNIST
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
Language: Python - Size: 1.11 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 633 - Forks: 108
alumik/bagel-tensorflow
A robust and unsupervised KPI anomaly detection algorithm based on conditional variational autoencoder
Language: Python - Size: 2.74 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0
snigdhap2301/FLOORVERSE
A Universe of Floor Plan Possibilities
Language: Python - Size: 8.26 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
ethz-asl/cvae_exploration_planning
Learning informed sampling distributions and information gains for efficient exploration planning.
Language: Python - Size: 11.9 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 48 - Forks: 9
bjam24/agh-machine-learning
This projects were made for the Machine Learning course at the AGH UST in 2024/2025. Obtained maximum grade 5.0.
Language: Jupyter Notebook - Size: 137 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
sunwucheng/IDB_drilling_monitoring
Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
AliBavarchee/LatentBoostClassifier
Hybrid Generative Model: CVAE + CGAN + Random Forest
Language: Jupyter Notebook - Size: 5.04 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
Abdelrahman-Amen/Variational_AutoEncoder
I used VAE and CVAE in this project to generate images based on user input.
Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 25 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
lanl/clarm
Conditional Latent Autoregressive Recurrent Model for spatiotemporal learning
Language: Python - Size: 14 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 3
cudavailable/CVAE
条件VAE用于MNIST手写数字图片生成
Language: Python - Size: 25.2 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
alex-snd/MalwareClassifier
👾 Malware Classification using Deep Learning and Cuckoo Sandbox
Language: Python - Size: 10.1 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 0
SajjadHm/VAE-CVAE
Variational Auto Encoder and Conditional Variational Auto Encoder Implementation
Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
hank891008/Deep-Learning
NYCU Deep Learning Spring 2024
Language: Python - Size: 18.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
lyeoni/pytorch-mnist-CVAE
Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 21 - Forks: 8
hwalsuklee/tensorflow-mnist-CVAE
Tensorflow implementation of conditional variational auto-encoder for MNIST
Language: Python - Size: 590 KB - Last synced at: 5 months ago - Pushed at: over 8 years ago - Stars: 150 - Forks: 41
alecokas/flux-vae
Implementation of a Convolutional Variational Autoencoder in Flux.jl
Language: Julia - Size: 85.9 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 5
umarwaseeem/cvae-cifar-10
conditional variational encoder to conditionally generate images for a specific dataset label
Language: Jupyter Notebook - Size: 112 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
ghtaro/face_generation
Face Generation
Language: Jupyter Notebook - Size: 61.6 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
tdavchev/DESIRE
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents
Language: Python - Size: 12.8 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 78 - Forks: 26
ssxy00/CVAE-Chatbot
CVAE-GPT2 open-domain chatbot
Language: Python - Size: 173 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 2
choo8/tensorflow-CVAE
Implementation of the Conditional Variational Auto-Encoder (CVAE) in Tensorflow
Language: Python - Size: 15.6 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 2
chirazedrine/generative-design-with-a-given-emotion-using-cvae
This project implements a Conditional Variational Autoencoder (CVAE) to generate shapes conditioned on emotions, using the EmoSet dataset. It explores the intersection of emotion recognition and generative models to create visual representations based on emotional input.
Language: Python - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
TheEngineerProgrammer/my_masters_thesis
cVAE, VQ-VAE, VQ-VAE2, cVAE-cGAN, PixelCNN and Gated PixelCNN in tensorflow 2.x and keras
Language: Jupyter Notebook - Size: 8.8 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2
irom-princeton/PAC-Imitation
Code for Generalization Guarantees for (Multi-Modal) Imitation Learning
Language: Python - Size: 3.77 MB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 11 - Forks: 0
liliansteven/Variational-Autoencoder-and-Conditional-Variational-Autoencoder-for-Image-Generation
This repository trains VAE and CVAE on a clothing dataset to generate new images, as well as a UI with sliders.
Language: Jupyter Notebook - Size: 2.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
palazzilorenzo/synthetic-data-for-antimicrobial-resistance
Conditional Variational Auto-Encoder for generation of synthetic data for Antimicrobial Resistance.
Language: Python - Size: 283 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
YuxuanIAIR/MSRL-master
Official code for AAAI 2023 paper "Multi-stream Representation Learning for Pedestrian Trajectory Prediction"
Language: Python - Size: 2.69 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0
muzhailong/vae
变分自编码器、条件自变分自编码器
Language: Python - Size: 111 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
kostyaev/dl_notebooks
Implementations of deep learning algorithms
Language: Jupyter Notebook - Size: 43.9 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
snakeztc/NeuralDialog-CVAE
Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
Language: OpenEdge ABL - Size: 16.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 308 - Forks: 86
elttaes/VAE-MNIST-Haiku-Jax
Simple VAE example with Jax.
Language: Jupyter Notebook - Size: 254 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2
tabathaviso/deraining-tools
Using a Convolutional Variational Autoencoder (CVAE) architecture to remove raindrop blurs from images, specifically targeting blurs that represent 40-60% of image area
Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
raulorteg/SmileCVAE
Implementation of CVAE. Trained CVAE on faces from UTKFace Dataset to produce synthetic faces with a given degree of happiness/smileyness.
Language: Python - Size: 114 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1
nphdang/FS-BBT
Black-box Few-shot Knowledge Distillation
Language: Python - Size: 40.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 1
romanycc/NYCU_DLP_2023
NYCU DLP 2023
Language: Python - Size: 17.1 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
d1024choi/HLSTrajForecast
The official implementation of "Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting" presented in ECCV2022.
Language: Python - Size: 31.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 6
SubramaniKrishna/VaPar-Synth
Code for our paper "VaPar Synth - A Variational Parametric Model for Audio Synthesis"
Language: Jupyter Notebook - Size: 464 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 31 - Forks: 3
Droliven/diverse_sampling
Official project of DiverseSampling (ACMMM2022 Paper)
Language: Python - Size: 98 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0
oelin/conditional-vae 📦
Conditional variational autoencoder implemented in PyTorch.
Language: Jupyter Notebook - Size: 347 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
thuyngch/Variational-Autoencoder-PyTorch
PyTorch implementations of Variational Autoencoder and Conditional Variational Autoencoder
Language: Jupyter Notebook - Size: 59.5 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 0
hujinsen/pytorch_VAE_CVAE
pytorch implementation Variational Autoencoder and Conditional Variational Autoencoder
Language: Jupyter Notebook - Size: 18.1 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 59 - Forks: 18
alumik/bagel-torch Fork of NetManAIOps/Bagel 📦
A robust and unsupervised KPI anomaly detection algorithm based on conditional variational autoencoder
Language: Python - Size: 2.77 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1
HongleiXie/demo-CVAE
An interactive demonstration of using a deep conditional variational autoencoder to generate synthetic MNIST style handwriting digit
Language: Python - Size: 2.42 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0
andersfagerli/CodeSLAM
PyTorch implementation of the conditional variational autoencoder (CVAE) from CodeSLAM
Language: Python - Size: 639 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 1
ioangatop/DeepGenerativeModels
Variational Auto Encoders (VAEs), Generative Adversarial Networks (GANs) and Generative Normalizing Flows (NFs) and are the most famous and powerful deep generative models.
Language: Python - Size: 100 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 2
AspirinCode/GEOM-CVAE Fork of anny0316/GEOM-CVAE
Geometry-based Molecular Generation with Deep Constrained Variational Autoencoder.
Language: Python - Size: 84.9 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
steven112163/Deep-Learning-and-Practice
NCTU(NYCU) Deep Learning and Practice Spring 2021
Language: Python - Size: 36.7 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0
wenhaofang/VAEDemo
Some demo VAE models implemented with pytorch, including AE, DAE, VAE, CVAE.
Language: Python - Size: 17.6 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
gyes00205/NYCU_DLP_2022
Language: Python - Size: 15.1 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1
Droliven/DHMP_jittor
Jittor reimplementation of DiverseSampling (MM22)
Language: Python - Size: 95.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
ivantipow/Autoencoders
Implementation of different autoencoders and their practical application
Language: Jupyter Notebook - Size: 33.1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0
zhpinkman/Variational-Auto-Encoder
This repo contains the implementation of a VAE and CVAE and applies that on MNIST dataset for modeling and generating different digits.
Language: Jupyter Notebook - Size: 7.85 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
ChuaCheowHuan/bayesian_ML
Bayesian based machine learning implementations (GMM, VAE & conditional VAE).
Language: Jupyter Notebook - Size: 813 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
DanilDmitriev1999/projectDLS
Мой проект курса Deep Learning School, посвященный архитектуре Autoencoder и применение её в обработке изображений.
Language: Jupyter Notebook - Size: 51.3 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
aminul-huq/CVAE_pytorch
CVAE implementation on MNIST dataset using PyTorch
Language: Python - Size: 116 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
zhongpeixiang/CVAE_Dialogue_System
A PyTorch implementation of neural dialogue system using conditional variational autoencoder (CVAE)
Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0
kleinzcy/Variational-AutoEncoder
VAE and CVAE pytorch implement based on MNIST
Language: Jupyter Notebook - Size: 953 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1
zqwerty/CVAE
CVAE for dialog generation
Language: Python - Size: 86.9 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0
