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Search results for pytorch vae
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160 search results found
Generative Models
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6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Pytorch Vae
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5,292
A Collection of Variational Autoencoders (VAE) in PyTorch.
Vector Quantize Pytorch
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1,627
Vector Quantization, in Pytorch
Benchmark_vae
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1,597
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
Vq Vae 2 Pytorch
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1,165
Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch
Variational Autoencoder
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1,114
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Variational Autoencoder
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1,049
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Pytorch Vqvae
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679
Vector Quantized VAEs - PyTorch Implementation
Disentangling Vae
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668
Experiments for understanding disentanglement in VAE latent representations
Sentence Vae
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569
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
Semi Supervised Pytorch
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554
Implementations of various VAE-based semi-supervised and generative models in PyTorch
Vae Cvae Mnist
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508
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
Daisyrec
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496
This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.
Generative Models
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414
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Joint Vae
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384
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Pytorch_rvae
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355
Recurrent Variational Autoencoder that generates sequential data implemented with pytorch
Pytorch Generative
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355
Easy generative modeling in PyTorch.
World Models
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347
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
Beta Vae
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262
Pytorch implementation of β-VAE
Neural Ode
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259
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
Cross Lingual Voice Cloning
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253
Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.
Vq Vae
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238
Minimalist implementation of VQ-VAE in Pytorch
Adversarial_video_summary
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216
Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)
Pytorch_cpp
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215
Deep Learning sample programs using PyTorch in C++
S Vae Pytorch
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214
Pytorch implementation of Hyperspherical Variational Auto-Encoders
Portaspeech
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211
PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech
Cada Vae Pytorch
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208
Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
Disentanglement Pytorch
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182
Disentanglement library for PyTorch
Vq Vae
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169
VQ-VAE implementation / pytorch
Atomai
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164
Deep and Machine Learning for Microscopy
Vde
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161
Variational Autoencoder for Dimensionality Reduction of Time-Series
Lofi
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157
ML-supported lo-fi music generator
Soft Intro Vae Pytorch
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157
[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"
Vae_vampprior
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151
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
Vq Vae Speech
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145
PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]
A Hierarchical Latent Structure For Variational Conversation Modeling
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134
PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)
Td Vae
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129
Temporal Difference Variational Auto-Encoder (TD-VAE) (Implementation in PyTorch)
Sylvester Flows
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126
Vmf_vae_nlp
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124
Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"
Cvae Gan Zoos Pytorch Beginner
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116
For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.
Efficient Vdvae
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115
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
Normalizing Flows
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108
Understanding normalizing flows
Srl Zoo
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98
State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
Pvae
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97
code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".
Dcgan_vae_pytorch
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91
dcgan combined with vae in pytorch!
Vaegan Pytorch
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90
VAEGAN from "Autoencoding beyond pixels using a learned similarity metric" implemented in Pytorch. Clean, clear and with comments.
Disent
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87
🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib
Parallel Tacotron2
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80
PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling
Tf Eager Examples
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75
A set of simple examples ported from PyTorch for Tensorflow Eager Execution
Grass_pytorch
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75
PyTorch Implementation of GRASS
Vqvae 2
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73
PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"
Dagnet
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72
PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"
Vae_vpflows
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71
Code in PyTorch for the convex combination linear IAF and the Householder Flow, J.M. Tomczak & M. Welling
Dlow
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71
[ECCV 2020] Official PyTorch Implementation of "DLow: Diversifying Latent Flows for Diverse Human Motion Prediction". ECCV 2020.
Meva
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71
Official implementation of ACCV 2020 paper "3D Human Motion Estimation via Motion Compression and Refinement" (Identical repo to https://github.com/KlabCMU/MEVA, will be kept in sync)
Contiguous Succotash
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70
Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch
Genesis
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69
Official PyTorch implementation of GENESIS and GENESIS-V2
Gumbel_softmax_vae
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67
PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution
Unsuperviseddeeplearning Pytorch
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63
This repository tries to provide unsupervised deep learning models with Pytorch
Retro Contest Sonic
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62
World Models applied to the Open AI Sonic Retro Contest
Hyperion
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61
Python toolkit for speech processing
Srvp
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58
Official implementation of the paper Stochastic Latent Residual Video Prediction
Vq Vae 2
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58
A PyTorch implementation of the VQ-VAE-2 paper
Sqvae
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57
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
Popgen
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54
A generative modelling toolkit for PyTorch.
Vae Cf Pytorch
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53
Variational Autoencoders for Collaborative Filtering - Implementation in PyTorch
Setvae
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50
[CVPR'21] SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data, in PyTorch
Moai
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47
moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.
Vae Pytorch
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46
AE and VAE Playground in PyTorch
Zerospeech
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44
VQ-VAE for Acoustic Unit Discovery and Voice Conversion
Irmae
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42
PyTorch implementation of IRMAE https//arxiv.org/abs/2010.00679
Introvae
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42
A pytorch implementation of Paper "IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis"
Vae_gumble_softmax
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38
pytorch implementation of VAE-Gumble-Softmax
Pytorch Gans
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36
Various GANs in pytorch environment
Slamp
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36
SLAMP: Stochastic Latent Appearance and Motion Prediction
Wae Pytorch
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36
Vae Pretraining Encoder
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35
PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)
Playing_with_vae
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34
Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST
E2c Pytorch
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33
E2C implementation in PyTorch
Bert4rec Vae Pytorch
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33
Pytorch implementation of BERT4Rec and Netflix VAE.
Sigma Vae Pytorch
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33
A σ-VAE implementation in PyTorch
Mvae
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33
Mixed-curvature Variational Autoencoders (ICLR 2020)
Deepssm_sysid
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32
Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.
Lossy Vae
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32
Authors' PyTorch implementation of lossy image compression methods that are based on hierarchical VAEs
Ladder Vae Pytorch
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31
Ladder Variational Autoencoders (LVAE) in PyTorch
Pytorch Rl Cpp
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31
A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)
Ml_playground
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31
Collection of machine learning projects
Vq Vae
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30
Pytorch Implementation of "Neural Discrete Representation Learning"
Vae Anomaly Detector
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29
Experiments on unsupervised anomaly detection using variational autoencoder. The variational autoencoder is implemented in Pytorch.
World Models Sonic Pytorch
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28
Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed
Vae Pytorch
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27
Variational auto encoder in pytorch
Mmd Variational Autoencoder Pytorch Infovae
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26
Implementation of the MMD VAE paper (InfoVAE: Information Maximizing Variational Autoencoders) in pytorch
Vaenar Tts
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25
PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.
Pytorch Vae
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23
PyTorch implementation of "Auto-Encoding Variational Bayes", arxiv:1312.6114
Frame Predict Vae Lstm
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23
Predicting image frames using autoencoder and LSTM
Npdraw
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22
NP DRAW paper released code
Awesome Representation Learning Cv Paperandcode
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22
Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.
Oi Vae
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21
Code for "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis"
Pytorch Mnist Vae
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21
Pytorch Implementation of variational auto-encoder for MNIST
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