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The Top 20 Matlab Domain Adaptation Open Source Projects

Open source projects categorized as Matlab Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Exclusively Dark Image Dataset ⭐ 461
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
most recent commit 8 months ago
Learning Via Translation ⭐ 202
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018
most recent commit 3 years ago
Domain Adaptation Toolbox ⭐ 110
Wrappers and implementations of several domain adaptation / transfer learning / semi-supervised learning algorithms
most recent commit 8 years ago
Libtlda ⭐ 54
Library of transfer learners and domain-adaptive classifiers.
total releases 5most recent commit 5 years ago
Domain Adaptation Capls ⭐ 42
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
most recent commit 2 years ago
Kema ⭐ 13
code and data for the paper `Kernel Manifold Alignment for domain adaptation'
most recent commit 8 years ago
Boosting_da ⭐ 12
Boosting for Domain Adaptation
most recent commit 8 years ago
Tit ⭐ 11
Code for "Transfer Independently Together: A Generalized Framework for Domain Adaptation" published on IEEE TCYB
most recent commit 5 years ago
Lpjt ⭐ 11
Locality Preserving Joint Transfer for Domain Adaptation, TIP 2019
most recent commit 5 years ago
Mgcda ⭐ 11
Domain Adaptation for Semantic Segmentation at Nighttime
most recent commit 2 years ago
Domain Adaptation ⭐ 10
Domain Adaptation with Randomized Expectation Maximization
most recent commit 5 years ago
Lctc ⭐ 9
Heterogeneous domain adaptation through progressive alignment, TNNLS
most recent commit 5 years ago
Icsc ⭐ 8
The implementation of ICSC: Domain Adaptation via Incremental Confidence Samples into Classification
most recent commit a year ago
Geodesic Covariance Alignment ⭐ 7
MATLAB code for ECML 2018 paper on "Unified Framework for Domain Adaptation using Metric Learning on Manifolds"
most recent commit 6 years ago
Cdspp Hda ⭐ 7
Cross Domain Structure Preserving Projection for Heterogeneous Domain Adaptation
most recent commit a year ago
Cdfag ⭐ 7
Transferable Feature Representation for Visible-to-Infrared Cross-Dataset Human Action Recognition (Complexity 2018)
most recent commit a year ago
Rwa Da ⭐ 6
Unsupervised Domain Adaptation with Random Walks on Target Labelings
most recent commit 6 years ago
Msda ⭐ 6
from Chen, Minmin <Marginalized Denoising Autoencoders for Domain Adaptation>
most recent commit 7 years ago
Re Implementations Of Sda ⭐ 5
This repository integrates the codes for some fantastic shallow domain adaptation methods.
most recent commit 2 years ago
Domain Adaptation Mr ⭐ 5
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR
most recent commit 6 years ago
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