unsupervised-deep-learning

There are 1 repository under unsupervised-deep-learning topic.

vLAR-group / GrowSP
🔥GrowSP in PyTorch (CVPR 2023)
3d 3d-scene-understanding 3d-semantic-segmentation geometric-deep-learning pointcloud self-driving unsupervised-deep-learning unsupervised-learning
Language:Python 156
HamedHojatian / HBF-Net
Simulation code for "Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming" by Hamed Hojatian, Jeremy Nadal, Jean-Francois Frigon, Francois Leduc-Primeau, 2020.
unsupervised-deep-learning codebook deepmimo rssi hbf
Language:Python 62
matciotola / Z-PNN
Pansharpening by convolutional neural networks in the full resolution framework
pytorch neural-network deep-learning pansharpening super-resolution unsupervised-deep-learning remote-sensing
Language:Python 56
AmirAli5 / Deep-Learning
In this repo, all about Deep Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Neural Network Architectures.
deep-learning supervised-deep-learning unsupervised-deep-learning
Language:Jupyter Notebook 39
ChenLiu-1996 / CUTS
[MICCAI 2024] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation
image-segmentation medical-image-segmentation medical-imaging python pytorch unsupervised-learning unsupervised-segmentation deep-learning multiscale self-supervised-learning unsupervised-deep-learning multiscale-segmentation semantic-segmentation miccai-2024 miccai2024 miccai
Language:Python 28
AmrHendy / programming-language-translator
An easy way to use the released TransCoder by Facebook AI Research to convert code from one programming language to another using unsupervised neural machine translation (NMT) systems that use deep-learning to translate text from one natural language to another and is trained only on monolingual source data.
nlp machine-translation transcoder transformer unsupervised-deep-learning programming-language unsupervised-translation
Language:Jupyter Notebook 23
matciotola / Lambda-PNN
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity
cnn deep-learning multispectral neural-network neural-networks neural-networks-from-scratch pansharpening pytorch remote-sensing unsupervised-deep-learning geoeye-1 worldview-2 worldview-3
Language:Python 22
ahmedgh970 / Transformers_Unsupervised_Anomaly_Segmentation
Transformer-based Models for Unsupervised Anomaly Segmentation in Brain MR Images
deep-learning deep-neural-networks autoencoders latent-variable-models transformers unsupervised-deep-learning anomaly-detection-models flair mri-brain reconstruction anomaly-segmentation medical-imaging miccai2022 python brainles22-workshop
Language:Jupyter Notebook 20
pvnieo / SURFMNet-pytorch
A pytorch implementation of: "Unsupervised Deep Learning for Structured Shape Matching"
unsupervised-deep-learning surfmnet-pytorch shape-matching shape-descriptor shape-correspondence python3 pytorch functional-maps
Language:Python 16
adityajn105 / FaceGAN-Generating-Random-Faces
Generate Random Faces which do not exists. I trained a Deep Convolution GAN (DCGAN) on 100k celebrities photos.
dcgan gan generative-adversarial-network face-generation unsupervised-deep-learning
Language:Python 14
hvn2 / DIP-SLR
Codes for the paper "Deep sparse and low-rank for HSI denoising" in Proceeding of IGARSS 2022, Kuala Lumpur.
deep-image-prior denoising hyperspectral-image low-rank unsupervised-deep-learning sparsisty
Language:Jupyter Notebook 4
hvn2 / SURE-MS-HS
Codes for the paper "Hyperspectral super-resolution by unsupervised convolutional neural network and SURE" in Proceeding of IGARSS 2022, Kuala Lumpur, Malaysia.
image-fusion remote-sensing unsupervised-deep-learning multispectral-hyperspectral-imag-fusion stein-unbiased-risk-estimate
Language:Jupyter Notebook 4
lakmalnd / SimpleVAE
This repository provides implementation simplified Variational Autoencoder (VAE), producing smooth latent space completely unsupervised manner. And this can be used as generative model as well.
variational-autoencoders deep-learning vaes latent-space unsupervised-deep-learning
Language:Jupyter Notebook 4
Karan-Malik / RestrictedBoltzmannMachine
Python3 implementation of the Unsupervised Deep Learning Algorithm, Restricted Boltzmann Machine.
deep-learning deep-neural-networks deep-learning-algorithms unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms unsupervised-deep-learning boltzmann-machines restricted-boltzmann-machine python3 python pytorch pytorch-implementation numpy numpy-neural-network torch artificial-intelligence artificial-neural-networks
Language:Python 3
alexjercan / unsupervised-segmentation
Unsupervised image segmentation based on depth and normal maps clustering.
image-segmentation unsupervised-deep-learning
Language:Jupyter Notebook 1
cs-mac / Unsupervised_Style_Transfer
Unsupervised Style Transfer, transferring sentiment of reviews using classification attention weights.
python3 deep-learning style-transfer unsupervised-deep-learning sentiment-classification hierarchical-attention-networks
Language:Jupyter Notebook 1
Neel7317 / Generative-Models
Basic to advanced level of generative model with code.
autoencoder gans generative-model unsupervised-deep-learning variational-autoencoder
Language:Jupyter Notebook 0
Karan-Malik / Self-Organizing-Maps
Python implementation of the unsupervised Deep Learning Algorithm SOM
deep-learning deep-neural-networks deeplearning self-organizing-map som unsupervised-learning unsupervised-machine-learning unsupervised-deep-learning python python3 dimensionality-reduction
Language:Python