PyTorch Autoencoders - Implementing a Variational Autoencoder (VAE) Series in Pytorch.

Last update: Nov 21, 2022

Related tags

Deep Learning Pytorch-AutoEncoders

Overview

PyTorch Autoencoders

Implementing a Variational Autoencoder (VAE) Series in Pytorch.

Inspired by this repository

Model List

check	model	paper	conference
O	VAE	Auto-Encoding Variational Bayes	ICLR 2014
O	CVAE	Learning Structured Output Representation using Deep Conditional Generative Models	NeurIPS 2015
O	AAE	Adversarial Autoencoder	ICLR 2016
O	Beta-VAE	β-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework	ICLR 2017
	VQ-VAE	Neural Discrete Representation Learning	NeurIPS 2017

Result

TBD

Contact

If you have any question about the code, feel free to email me at [email protected].

Owner

Subin An

Human-Computer Interaction

GitHub Repository

Implementation for our ICCV 2021 paper: Dual-Camera Super-Resolution with Aligned Attention Modules

DCSR: Dual Camera Super-Resolution Implementation for our ICCV 2021 oral paper: Dual-Camera Super-Resolution with Aligned Attention Modules paper | pr

110 Dec 20, 2022

Adversarial Attacks on Probabilistic Autoregressive Forecasting Models.

Attack-Probabilistic-Models This is the source code for Adversarial Attacks on Probabilistic Autoregressive Forecasting Models. This repository contai

25 Sep 14, 2022

The implementation of the CVPR2021 paper "Structure-Aware Face Clustering on a Large-Scale Graph with 10^7 Nodes"

STAR-FC This code is the implementation for the CVPR 2021 paper "Structure-Aware Face Clustering on a Large-Scale Graph with 10^7 Nodes" 🌟 🌟 . 🎓 Re

87 Dec 28, 2022

Official repository for Hierarchical Opacity Propagation for Image Matting

HOP-Matting Official repository for Hierarchical Opacity Propagation for Image Matting 🚧 🚧 🚧 Under Construction 🚧 🚧 🚧 🚧 🚧 🚧 Coming Soon

54 Dec 30, 2021

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT CheXbert is an accurate, automated dee

51 Dec 08, 2022

Implicit Model Specialization through DAG-based Decentralized Federated Learning

Federated Learning DAG Experiments This repository contains software artifacts to reproduce the experiments presented in the Middleware '21 paper "Imp

5 Oct 16, 2022

On Effective Scheduling of Model-based Reinforcement Learning

On Effective Scheduling of Model-based Reinforcement Learning Code to reproduce the experiments in On Effective Scheduling of Model-based Reinforcemen

8 Oct 07, 2022

Bi-level feature alignment for versatile image translation and manipulation (Under submission of TPAMI)

Bi-level feature alignment for versatile image translation and manipulation (Under submission of TPAMI) Preparation Clone the Synchronized-BatchNorm-P

12 Aug 10, 2022

Code for "Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance" at NeurIPS 2021

Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance Justin Lim, Christina X Ji, Michael Oberst, Saul Blecker, Leor

3 Feb 03, 2022

Implementation for "Exploiting Aliasing for Manga Restoration" (CVPR 2021)

[CVPR Paper](To appear) | [Project Website](To appear) | BibTex Introduction As a popular entertainment art form, manga enriches the line drawings det

133 Dec 15, 2022

李云龙二次元风格化!打滚卖萌，使用了animeGANv2进行了视频的风格迁移

李云龙二次元风格化！一键star、fork，你也可以生成这样的团长！打滚卖萌求star求fork! 0.效果展示视频效果前往B站观看效果最佳：李云龙二次元风格化： github开源repo：李云龙二次元风格化百度AIstudio开源地址,一键fork即可运行: 李云龙二次元风格化！一键fork

44 Dec 04, 2022

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation

FCN.tensorflow Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (FCNs). The implementation is largely based on the

1.3k Dec 25, 2022

In this project we combine techniques from neural voice cloning and musical instrument synthesis to achieve good results from as little as 16 seconds of target data.

Neural Instrument Cloning In this project we combine techniques from neural voice cloning and musical instrument synthesis to achieve good results fro

127 Dec 23, 2022