Projects in Awesome Lists tagged with auto-encoder
A curated list of projects in awesome lists tagged with auto-encoder .
https://github.com/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.
auto-encoder auto-white-balance autoencoder color-constancy color-correction color-enhancement color-manipulation color-processing computational-photography cvpr-2020 cvpr20 cvpr2020 deep-white-balance deeplearning image-enhancement image-manipulation multitask-learning white-balance whitebalance
Last synced: 07 Apr 2025
https://github.com/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.
auto-encoder automatic-summarization combinatorial-optimization deep-learning deep-q-network deep-reinforcement-learning energy-based-model generative-adversarial-network lstm multi-agent-reinforcement-learning q-learning quantum-annealing quantum-monte-carlo reinforcement-learning restricted-boltzmann-machine self-supervised-learning semi-supervised-learning simulated-annealing transfer-learning
Last synced: 30 Oct 2025
https://github.com/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
Last synced: 06 Apr 2025
https://github.com/antao97/UnsupervisedPointCloudReconstruction
Experiments on unsupervised point cloud reconstruction.
auto-encoder feature-learning point-cloud pytorch unsupervised-learning
Last synced: 20 Mar 2025
https://github.com/aashishrai3799/3dfacecam
Implementation of a 3D Face Generative Model
3d-face 3d-face-modelling auto-encoder generative-model mesh-generation shape-synthesis texture-synthesis
Last synced: 12 Jul 2025
https://github.com/loaiabdalslam/fc
Face enhancer - Denoising Auto Encoder by Tensorflow and Keras and skimage
auto-encoder deep-learning image-processing machine-learning remini tensorflow
Last synced: 16 Oct 2025
https://github.com/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
Last synced: 27 Jul 2025
https://github.com/nitinagarwal/QuadricLoss
Learning Embedding of 3D models with Quadric Loss
3d-reconstruction auto-encoder loss-functions machine-learning mesh-networks point-cloud pytorch
Last synced: 20 Mar 2025
https://github.com/yeonghyeon/advae
Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'
adversarial-learning auto-encoder generative-neural-network variational-autoencoder
Last synced: 06 Jul 2025
https://github.com/cainmagi/mdnt
Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.
adabound auto-encoder cnn deep-learning deep-neural-networks extension keras keras-tensorflow python python-library python3 python36 swats tensorflow tensorflow-keras toolbox toolkit
Last synced: 05 Oct 2025
https://github.com/chen0040/keras-search-engine
A simple document and image search engine implemented in keras
auto-encoder cnn document-encoder glove-embeddings glove-vectors keras search-engine
Last synced: 19 Jul 2025
https://github.com/yeonghyeon/context-encoder
TensorFlow implementation of "Context Encoders: Feature Learning by Inpainting" with CelebAMask-HQ Dataset.
auto-encoder autoencoder celeba celeba-hq celeba-hq-dataset context-encoder context-encoders image-inpainting
Last synced: 09 Sep 2025
https://github.com/yeonghyeon/conad-pytorch
Implementation of Consistency-based anomaly detection (ConAD)
anomaly-detection auto-encoder convolutional-neural-networks generative-adversarial-network mnist-dataset
Last synced: 26 Apr 2025
https://github.com/kozistr/improved-contentdisentanglement
PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer" - tuned version
auto-encoder bald content-transitions disentangled-representations gan i2i pytorch
Last synced: 13 Apr 2026
https://github.com/tschechlovdev/autoencoder_kmeans
Implementation of AutoEncoder in PyTorch for k-Means Clustering
auto-encoder clustering deep-learning pytorch
Last synced: 06 Oct 2025
https://github.com/yeonghyeon/conad
Implementation of Consistency-based anomaly detection (ConAD)
anomaly-detection auto-encoder convolutional-neural-networks generative-adversarial-network mnist-dataset
Last synced: 26 Apr 2025
https://github.com/wenyuzhao/multilayer-perceptron
Multilayer Perceptron based on NumPy
auto-encoder machine-learning neural-network stochastic-gradient-descent
Last synced: 09 Oct 2025
https://github.com/hanzopgp/deeplearninglib
Deep learning library from scratch (MLP/CNN/Auto-Encoder etc...). Contains some experiences on MNIST/CIPHAR datasets + report.
auto-encoder convolutional-neural-networks deep-learning experiments library multi-layer-perceptron university
Last synced: 20 Jul 2025
https://github.com/realamirhe/leaf-node
A leaf node for your machine learning journey, from scratch to practical applications...
algorithm auto-encoder classification cybernetics feature-extraction feedback-mechanism lda learning machine-learning machine-learning-journey numpy pca practice regression scikit-learn sklearn smlfdl
Last synced: 09 May 2026
https://github.com/spider-rs/auto-encoder
Auto encoding library bytes to strings
auto-encoder encoding string-encoding
Last synced: 05 Apr 2025
https://github.com/zhiwu-zhang-lab/genetic_spectral_autoencoder
This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data
auto-encoder auto-encoders autoencoder autoencoders dimensionality-reduction genetics genomics gwas keras machine-learning machine-learning-algorithms nir nonlinear population-structure spectral-analysis spectral-clustering unsupervised unsupervised-clustering unsupervised-learning unsupervised-machine-learning
Last synced: 03 Jan 2026
https://github.com/realamirhe/smlfdl
Unofficial implementation of SVMs multi-class loss feedback based discriminative dictionary learning in python
algorithm auto-encoder classification cybernetics feedback-mechanism ksvd multi-svm smlfdl
Last synced: 30 Aug 2025