oh-yu/domain-invariant-learning

Pytorch implementations of domain invariant representation learning algos in unsupervised domain adaptation problem. In the absence of a license, default copyright laws apply. Please note this ongoing project.

Language: Jupyter Notebook - Size: 6.47 MB - Last synced: about 23 hours ago - Pushed: 1 day ago - Stars: 4 - Forks: 0

adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

Language: Python - Size: 57.6 MB - Last synced: 10 days ago - Pushed: 4 months ago - Stars: 280 - Forks: 40

thuml/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Language: Python - Size: 13.7 MB - Last synced: 18 days ago - Pushed: 19 days ago - Stars: 3,166 - Forks: 541

val-iisc/SDAT

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

Language: Python - Size: 479 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 57 - Forks: 12

microsoft/UDA

Unsupervised Domain Adaptation for Computer Vision Tasks

Language: Python - Size: 4.73 MB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 94 - Forks: 15

matiasvlevi/Dann 📦

Deep Neural Network Library for JavaScript.

Language: JavaScript - Size: 3.57 MB - Last synced: 26 days ago - Pushed: over 1 year ago - Stars: 427 - Forks: 23

emadeldeen24/AdaTime

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

Language: Python - Size: 106 MB - Last synced: 4 months ago - Pushed: 12 months ago - Stars: 128 - Forks: 14

nopesir/DANNHomework3

Third homework of the course "Machine learning and artificial intelligence", focused on deep domain adaptation applied on AlexNet and cross domain validation

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Quoccuong1004/DANN_warehouse

Utilize synthetic data and unlabeled real data to train an image classifier, employing Domain Adaptation techniques.

Language: Python - Size: 13.7 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

NaJaeMin92/pytorch-DANN

PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)

Language: Python - Size: 45.9 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 85 - Forks: 21

AKASH2907/Forgery-Classification-via-Domain-Adaptation

Classifying Forged vs Authentic using Domain Adaptation across in new domains in unsupervised settings

Language: Python - Size: 87.9 KB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 14 - Forks: 3

s-chh/PyTorch-DANN

Unofficial PyTorch implementation of Domain-Adversarial Training of Neural Networks

Language: Python - Size: 21.5 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

fungtion/DANN_py3

python 3 pytorch implementation of DANN

Language: Python - Size: 9.77 KB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 423 - Forks: 86

itsalicelee/DLCV-Fall-2021

This is the repository of Deep Learning for Computer Vision at National Taiwan University.

Language: Python - Size: 88.3 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 8 - Forks: 1

ajgallego/SAE-DANN

Unsupervised neural domain adaptation for document image binarization

Language: Python - Size: 36.6 MB - Last synced: 2 months ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

hadinej/DL-Domain-adaptation-on-PACS-dataset

Implementation of Domain adaptation on PACS dataset using a modified version of Alexnet.

Language: Jupyter Notebook - Size: 1.44 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

Yangyangii/DANN-pytorch

Implementation of DANN with pytorch

Language: Jupyter Notebook - Size: 570 KB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 38 - Forks: 14

matiasvlevi/Cuno

Provides cuda bindings, kernel maps and device memory managment for Dannjs computations. [Experimental and not complete]

Language: Cuda - Size: 1.49 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

vvekraman/Missing-Class-Robust-Domain-Adaptation-by-Unilateral-Alignment

A two-stage unilateral alignment approach in improving the performance of domain adversarial methods subjected to incomplete target label space while training.

Language: Jupyter Notebook - Size: 1.93 MB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

mashaan14/DANN-toy

DANN PyTorch implementation with 2D toy example

Language: Python - Size: 1.11 MB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

kondratevakate/fmri-domain-adaptation-zoo

Domain Adaptation DL methods adapted for functional MRI (fMRI) data analysis. Enjoy building domain-agnostic models on all levels of data abstraction.

Language: Jupyter Notebook - Size: 299 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

robertofranceschi/Domain-Adaptation-on-PACS-dataset

Implementation of Domain adaptation on PACS dataset using a modified version of Alexnet.

Language: Python - Size: 1.99 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 1

TiagoCortinhal/ADASR

Master's Final Project: Adversarial Domain Adaptation Super Resolution

Language: Python - Size: 83 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 7 - Forks: 0

v-sundaresan/omnisup_agepred_semidann

Omni-supervised domain adversarial training for WM hyperintensity segmentation

Language: Python - Size: 74.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

gabrieletiboni/Domain-adaptation-on-PACS-dataset

Implementation of DANN, a Domain Adaptation algorithm, on the PACS dataset using AlexNet.

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matiasvlevi/Dannjs-Pokemon

Deep Neural Network predicts pokemon combat outcomes with Dannjs

Language: JavaScript - Size: 8.97 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

matiasvlevi/DannjsSandbox

Online Editor for the Dannjs library.

Language: JavaScript - Size: 229 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

dudevil/DomainAdaptation

Language: Python - Size: 1.72 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 1 - Forks: 7