auto-encoder 开源项目推荐（91 个）

mahmoudnafifi /Deep_White_Balance

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

accel-brain /accel-brain-code

这个仓库的目的是在我网站上写的概念验证（PoC）和研发（R&D）背景下，制作原型作为案例研究。主要研究主题包括与表示学习相关的自编码器、基于能量模型的统计机器学习、对抗生成网络（GAN）、深度强化学习（如深度Q网络）、半监督学习以及用于自然语言处理的神经网络语言模型。

zubair-irshad /CenterSnap

Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"

raadon96 /MVTec-Anomaly-Detection

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

JulienAu /anomaly-detection-tutorials

Learn time-series anomaly detection from z-scores to state-of-the-art deep models: runnable notebooks, honest evaluation, real-world case studies.

antao97 /UnsupervisedPointCloudReconstruction

Experiments on unsupervised point cloud reconstruction.

taohan10200 /CRA5

一个用于天气和气候数据的大型压缩模型，将一个400+ TB的ERA5数据集压缩到一个新的0.8TB的CRA5数据集中。

SRainGit /CAE-LO

CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description

aashishrai3799 /3DFaceCAM

Implementation of a 3D Face Generative Model

dongjun-Lee /transfer-learning-text-tf

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

xiaogp /track_sequence_anomaly_detection

由时间空间成对组成的轨迹序列，通过循环神经网络lstm，自编码器auto-encode，时空密度聚类st-dbscan做异常检测

Graph-COM /GAD-NR

[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

loaiabdalslam /FC

Face enhancer‏ - Denoising Auto Encoder by Tensorflow and Keras and skimage

anderzzz /monkey_caput

Custom PyTorch model (VGG-16 Auto-Encoder) and custom criterion (Local Aggregation) for image clustering. The repo contains elaborated creation of fungi image data using factory method.

matenure /mvGAE

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)

shrebox /Course-Recommendation-System

A system that will help in a personalized recommendation of courses for an upcoming semester based on the performance of previous semesters.

pabaq /Coursera-TensorFlow-Advanced-Techniques-Specialization

Programming assignments and labs from the TensorFlow Advanced Techniques Specialization offered by deeplearning.ai on Coursera.

rmojgani /PhysicsAwareAE

The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-uniform parameter/time-varying grid, such that the Kolmogorov n-width of the mapped data on the learned grid is minimized.

YeongHyeon /adVAE

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

nitinagarwal /QuadricLoss

Learning Embedding of 3D models with Quadric Loss