auto-encoder
There are 83 repositories under auto-encoder topic.
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.
zubair-irshad/CenterSnap
Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
accel-brain/accel-brain-code
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
AdneneBoumessouer/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_Tuto
Anomaly detection tutorial on univariate time series with an auto-encoder
antao97/UnsupervisedPointCloudReconstruction
Experiments on unsupervised point cloud reconstruction.
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)
taohan10200/CRA5
A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.
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
loaiabdalslam/FC
Face enhancer - Denoising Auto Encoder by Tensorflow and Keras and skimage
Graph-COM/GAD-NR
[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction
rezazad68/AttentionDeeplabv3p
Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation
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.
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.
matenure/mvGAE
Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)
pabaq/Coursera-TensorFlow-Advanced-Techniques-Specialization
Programming assignments and labs from the TensorFlow Advanced Techniques Specialization offered by deeplearning.ai on Coursera.
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
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.
jrothschild33/Fudan-MachineLearning
2020 Spring Fudan University Machine Learning Course HW by prof. Chen Qin. 复旦大学大数据学院2020年春季课程-人工智能与机器学习（DATA620006）
cainmagi/MDNT
Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.
YeonwooSung/SelfSupervisedLearning_PyTorch
PyTorch Implementation of Self-Supervised Learning models
wyu-du/text-style-transfer
A neural text style transfer model
chen0040/keras-search-engine
A simple document and image search engine implemented in keras
aspamers/autoencoder
A simple, easy-to-use and flexible auto-encoder neural network implementation for Keras
YeongHyeon/ConAD-PyTorch
Implementation of Consistency-based anomaly detection (ConAD)
YeongHyeon/Context-Encoder
TensorFlow implementation of "Context Encoders: Feature Learning by Inpainting" with CelebAMask-HQ Dataset.
lakshmi-sathi/Evaluation-of-NVIDIAs-Camera-to-Robot-Pose-Estimation-Deep-Learning-Research
Evaluation of the Single-Image Camera-to-Robot Pose Estimation deep learning research by NVIDIA on the Jaco Gen 2 6DoF KG-3 Robot Arm from Kinova Robotics.
datamarket-tobigs/TripBigs_Web
[제 10회 투빅스 컨퍼런스] Tripbigs - 호텔부터 맛집까지, 여행객을 위한 추천 시스템
kozistr/improved-ContentDisentanglement
PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer" - tuned version
AcrylicShrimp/auto-encoder
A journey to implement auto encoder-based generative models for images.
shubhamscifi/Instacart-Market-Basket-Analysis
Predict which products will an Instacart consumer purchase again. (Machine Learning)
tschechlovdev/AutoEncoder_KMeans
Implementation of AutoEncoder in PyTorch for k-Means Clustering