auto-encoder

There are 2 repositories under auto-encoder topic.

Deep_White_Balance
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.
multitask-learning white-balance color-correction color-constancy auto-white-balance image-manipulation color-manipulation image-enhancement color-enhancement color-processing deeplearning autoencoder auto-encoder cvpr2020 cvpr-2020 cvpr20 computational-photography deep-white-balance whitebalance
Language:Python 589
zubair-irshad / CenterSnap
Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
3d-computer-vision 3d-reconstruction 6d-pose-estimation 6dof-pose artificial-intelligence auto-encoder computer-vision deep-learning detection manipulation pose-estimation pytorch robotics shape-reconstruction single-shot-detection single-shot-reconstruction
Language:Jupyter Notebook 325
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.
automatic-summarization deep-learning deep-reinforcement-learning reinforcement-learning q-learning restricted-boltzmann-machine simulated-annealing quantum-monte-carlo quantum-annealing auto-encoder combinatorial-optimization transfer-learning lstm multi-agent-reinforcement-learning deep-q-network semi-supervised-learning generative-adversarial-network energy-based-model self-supervised-learning
Language:Python 320
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.
anomaly-detection mvtec anomaly-segmentation anomaly-localization unsupervised auto-encoder convolutional-autoencoder structural-similarity ssim surface-inspection
Language:Python 294
JulienAu / Anomaly_Detection_Tuto
Anomaly detection tutorial on univariate time series with an auto-encoder
auto-encoder tutorial deeplearning anomaly detection time-series anomalydetection
Language:Jupyter Notebook 190
antao97 / UnsupervisedPointCloudReconstruction
Experiments on unsupervised point cloud reconstruction.
pytorch point-cloud unsupervised-learning auto-encoder feature-learning
Language:Python 172
SRainGit / CAE-LO
CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description
lidar-odometry deep-learning cnn auto-encoder point-cloud interest-points feature-extraction
Language:Python 115
aashishrai3799 / 3DFaceCAM
Implementation of a 3D Face Generative Model
3d-face 3d-face-modelling auto-encoder generative-model mesh-generation shape-synthesis texture-synthesis
Language:Python 97
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.
auto-encoder data-compression era5 numerical-weather-forecasting
Language:Python 85
dongjun-Lee / transfer-learning-text-tf
Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)
text-classification semi-supervised transfer-learning auto-encoder langauge-model
Language:Python 82
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
st-dbscan-algorithm dbscan lstm auto-encoder tensorflow faiss kd-tree anomaly-detection
Language:Python 73
Graph-COM / GAD-NR
[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction
anomaly-detection auto-encoder deep-learning graph-anomaly-detection graph-neural-networks pytorch unsupervised-learning
Language:Jupyter Notebook 50
loaiabdalslam / FC
Face enhancer‏ - Denoising Auto Encoder by Tensorflow and Keras and skimage
remini machine-learning image-processing deep-learning tensorflow auto-encoder
Language:Jupyter Notebook 50
rezazad68 / AttentionDeeplabv3p
Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation
deeplearning medical-image-processing keras-tensorflow neural-networks skin-cancer isic-challenge deeplab-v3-plus attention-mechanism segmentation auto-encoder computer-vision
Language:Python 38
monkey_caput
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.
clustering auto-encoder pytorch
Language:Python 36
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.
recommender-system iiit-delhi auto-encoder matrix-factorization course-recommendation recommendation-algorithms
Language:Jupyter Notebook 33
matenure / mvGAE
Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)
graph-convolutional-networks gcn graph auto-encoder multi-view drug-similarity ddi drug-drug-interaction
Language:Python 32
pabaq / Coursera-TensorFlow-Advanced-Techniques-Specialization
Programming assignments and labs from the TensorFlow Advanced Techniques Specialization offered by deeplearning.ai on Coursera.
auto-encoder coursera deep-learning distributed-training generative-adversarial-network object-detection semantic-segmentation tensorflow variational-autoencoder
Language:Jupyter Notebook 29
YeongHyeon / adVAE
Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'
generative-neural-network auto-encoder variational-autoencoder adversarial-learning
Language:Python 21
nitinagarwal / QuadricLoss
Learning Embedding of 3D models with Quadric Loss
3d-reconstruction auto-encoder loss-functions machine-learning mesh-networks point-cloud pytorch
Language:Python 19
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.
aaai aaai2021 auto-encoder dimensionality dimensionality-reduction lstm manifold-learning model-order-reduction rank reduced-order-models rnn rom svd
Language:Jupyter Notebook 19
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）
linear-regression logistic-regression sentiment-classification auto-encoder albert nlp sklearn pytorch tensorflow
Language:Python 18
cainmagi / MDNT
Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.
tensorflow tensorflow-keras keras keras-tensorflow extension toolkit toolbox python python3 python36 python-library deep-learning deep-neural-networks cnn auto-encoder adabound swats
Language:Python 13
YeonwooSung / SelfSupervisedLearning_PyTorch
PyTorch Implementation of Self-Supervised Learning models
byol auto-encoder autoencoder jigsaw-puzzle simclr self-supervised-learning glom
Language:Jupyter Notebook 13
wyu-du / text-style-transfer
A neural text style transfer model
text-style-transfer auto-encoder information-retrieval pytorch-implementation
Language:Roff 12
chen0040 / keras-search-engine
A simple document and image search engine implemented in keras
search-engine document-encoder auto-encoder glove-vectors glove-embeddings cnn keras
Language:Python 11
KelleyYin / XLM-Plus
pre-trained-language-models machine-translation auto-encoder
Language:Python 10
aspamers / autoencoder
A simple, easy-to-use and flexible auto-encoder neural network implementation for Keras
python auto-encoder neural-network unsupervised-learning
Language:Python 7
YeongHyeon / ConAD-PyTorch
Implementation of Consistency-based anomaly detection (ConAD)
generative-adversarial-network convolutional-neural-networks auto-encoder anomaly-detection mnist-dataset
Language:Python 7
YeongHyeon / Context-Encoder
TensorFlow implementation of "Context Encoders: Feature Learning by Inpainting" with CelebAMask-HQ Dataset.
image-inpainting autoencoder auto-encoder context-encoder context-encoders celeba celeba-hq celeba-hq-dataset
Language:Python 7
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.
kinova-robotics nvidia-research pose-estimation deep-learning auto-encoder robotics jaco-arm nvidia-dataset-synthesizer ndds unreal-engine blender
Language:Python 6
TimeDelta / learning-to-learn
Learning to learn: Memory-Guided Evolution of Computation Graphs via Self-Compressing Fitness-Regularized Latent Space
auto-encoder computation-graphs evolutionary-algorithms neat-algorithm
Language:Python 6
datamarket-tobigs / TripBigs_Web
[제 10회 투빅스 컨퍼런스] Tripbigs - 호텔부터 맛집까지, 여행객을 위한 추천 시스템
recommender-system collaborative-filtering wide-and-deep deepfm auto-encoder tobigs lightgbm
Language:Python 5
tschechlovdev / AutoEncoder_KMeans
Implementation of AutoEncoder in PyTorch for k-Means Clustering
auto-encoder clustering deep-learning pytorch
Language:Jupyter Notebook 5
kozistr / improved-ContentDisentanglement
PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer" - tuned version
i2i disentangled-representations pytorch content-transitions bald gan auto-encoder
Language:Python 4
shubhamscifi / Instacart-Market-Basket-Analysis
Predict which products will an Instacart consumer purchase again. (Machine Learning)
machine-learning python market-basket-analysis classification auto-encoder deep-learning sklearn tensorflow pandas matplotlib pyplot seaborn
Language:Jupyter Notebook 3

auto-encoder

mahmoudnafifi / Deep_White_Balance

zubair-irshad / CenterSnap

accel-brain / accel-brain-code

raadon96 / MVTec-Anomaly-Detection

JulienAu / Anomaly_Detection_Tuto

antao97 / UnsupervisedPointCloudReconstruction

SRainGit / CAE-LO

aashishrai3799 / 3DFaceCAM

taohan10200 / CRA5

dongjun-Lee / transfer-learning-text-tf

xiaogp / track_sequence_anomaly_detection

Graph-COM / GAD-NR

loaiabdalslam / FC

rezazad68 / AttentionDeeplabv3p

anderzzz / monkey_caput

shrebox / Course-Recommendation-System

matenure / mvGAE

pabaq / Coursera-TensorFlow-Advanced-Techniques-Specialization

YeongHyeon / adVAE

nitinagarwal / QuadricLoss

rmojgani / PhysicsAwareAE

jrothschild33 / Fudan-MachineLearning

cainmagi / MDNT

YeonwooSung / SelfSupervisedLearning_PyTorch

wyu-du / text-style-transfer

chen0040 / keras-search-engine

KelleyYin / XLM-Plus

aspamers / autoencoder

YeongHyeon / ConAD-PyTorch

YeongHyeon / Context-Encoder

lakshmi-sathi / Evaluation-of-NVIDIAs-Camera-to-Robot-Pose-Estimation-Deep-Learning-Research

TimeDelta / learning-to-learn

datamarket-tobigs / TripBigs_Web

tschechlovdev / AutoEncoder_KMeans

kozistr / improved-ContentDisentanglement

shubhamscifi / Instacart-Market-Basket-Analysis