variational-autoencoder · GitHub Topics

hwalsuklee / tensorflow-generative-model-collections

Collection of generative models in Tensorflow

翻译 - Tensorflow中生成模型的集合

Generative Adversarial Network vae cgan infogan acgan lsgan wgan dragan ebgan variational-autoencoder Tensorflow mnist fashion-mnist generative-model generative-models

Python 3.92 k

3 年前

clementchadebec / benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

vae benchmarking comparison normalizing-flows PyTorch reproducibility reproducible-research vae-implementation variational-autoencoder vq-vae

Python 1.88 k

7 个月前

krasserm / bayesian-machine-learning

#计算机科学#Notebooks about Bayesian methods for machine learning

机器学习 bayesian-methods gaussian-processes bayesian-optimization variational-autoencoder

Jupyter Notebook 1.85 k

1 年前

GMvandeVen / continual-learning

#计算机科学#PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

深度学习 artificial-neural-networks continual-learning incremental-learning replay distillation generative-models variational-autoencoder

Jupyter Notebook 1.67 k

3 天前

scverse / scvi-tools

#计算机科学#Deep probabilistic analysis of single-cell and spatial omics data

variational-autoencoder 深度学习

Python 1.34 k

16 小时前

RubensZimbres / Repo-2017

#自然语言处理#My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

翻译 - Keras和Theano在机器学习，NLP，深度学习和强化学习中的Python代码

anomaly-detection 深度学习 autoencoder Keras keras-models denoising-autoencoders Generative Adversarial Network glove keras-layer word2vec 自然语言处理 sentiment-analysis OpenCV resnet-50 variational-autoencoder

Python 1.19 k

3 年前

jaanli / variational-autoencoder

#学习与技能提升#Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

vae 机器学习 Tensorflow variational-autoencoder variational-inference deep learning 深度学习深度神经网络 PyTorch unsupervised-learning

Python 1.16 k

1 年前

jmtomczak / intro_dgm

#计算机科学#"Deep Generative Modeling": Introductory Examples

variational-autoencoder PyTorch Generative Adversarial Network energy-based-model 深度学习 generative-ai score-based-generative-modeling

Jupyter Notebook 1.13 k

6 个月前

wubinzzu / NeuRec

#计算机科学#Next RecSys Library

翻译 - 下一个RecSys库

recommender-systems neural-networks collaborative-filtering 深度学习 Tensorflow variational-autoencoder autoencoder convolutional-neural-networks adversarial-learning sequential gcn social-network

Python 1.05 k

2 年前

YannDubs / disentangling-vae

#计算机科学#Experiments for understanding disentanglement in VAE latent representations

vae variational-autoencoder unsupervised-learning celeba disentangled-representations mnist fashion-mnist representation-learning reproducible-research 深度学习 PyTorch

Python 807

2 年前

matthewvowels1 / Awesome-VAEs

#Awesome#A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

vae variational-autoencoder Awesome Lists disentangled-representations representation-learning 深度学习 generative-model unsupervised-learning variational-inference

800

4 年前

VincentStimper / normalizing-flows

PyTorch implementation of normalizing flow models

variational-autoencoder variational-inference glow PyTorch

Python 800

7 个月前

EndlessSora / focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

generative-models autoencoder variational-autoencoder Generative Adversarial Network pix2pix loss image-reconstruction image-synthesis stylegan2 iccv2021 generic image-generation

Python 650

7 个月前

timbmg / VAE-CVAE-MNIST

#计算机科学#Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

vae PyTorch mnist 深度学习 variational-autoencoder

Python 615

2 个月前

dawenl / vae_cf

Variational autoencoders for collaborative filtering

recommender-systems collaborative-filtering variational-autoencoder bayesian-inference

Jupyter Notebook 533

7 年前

lin-shuyu / VAE-LSTM-for-anomaly-detection

#时序数据库#We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

anomaly-detection unsupervised-learning variational-autoencoder time-series Tensorflow

Jupyter Notebook 500

2 年前

hwalsuklee / tensorflow-mnist-VAE

Tensorflow implementation of variational auto-encoder for MNIST

Tensorflow mnist vae variational-autoencoder denoising-autoencoders autoencoder dae

Python 496

8 年前

navneet-nmk / pytorch-rl

#计算机科学#This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

dqn reinforcement-learning 深度学习 deep-reinforcement-learning PyTorch gym ddpg openai openai-gym Robotics mujoco policy-gradient Generative Adversarial Network vae variational-autoencoder

Python 443

6 年前

EleutherAI / DALLE-mtf

Open-AI's DALL-E for large scale training in mesh-tensorflow.

翻译 - Open-AI的DALL-E用于网格张量流的大规模训练。

人工智能 transformers multimodal text-to-image variational-autoencoder autoregressive

Python 433

3 年前

nicola-decao / s-vae-pytorch

#计算机科学#Pytorch implementation of Hyperspherical Variational Auto-Encoders

PyTorch vae variational-autoencoder 机器学习深度学习 manifold-learning

Python 360

5 年前