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The Top 22 Unsupervised Learning Domain Adaptation Open Source Projects

Open source projects categorized as Unsupervised Learning Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Categories > Machine Learning > Unsupervised Learning
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 months ago
Awesome Transfer Learning ⭐ 1,539
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
most recent commit 2 years ago
Mmt ⭐ 220
[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
most recent commit 4 years ago
Bifi ⭐ 95
[ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair
most recent commit a year ago
Ms3d ⭐ 89
Auto-labeling of point cloud sequences for 3D object detection using an ensemble of experts and temporal refinement
most recent commit 6 months ago
Kd3a ⭐ 81
Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".
most recent commit 2 years ago
Pixelda_gan ⭐ 58
Domain Adaptation using GAN
most recent commit 5 years ago
Conda ⭐ 52
[ICRA'23] ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation
most recent commit a year ago
Ta3n ⭐ 44
[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
most recent commit 6 months ago
Cep ⭐ 43
Computational Endoscopy Platform (advanced deep learning toolset for analyzing endoscopy videos) [MICCAI'22, MICCAI'21, ISBI'21, CVPR'20]
most recent commit a year ago
Awc ⭐ 32
CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation
most recent commit 3 years ago
Glss ⭐ 31
Code for the paper 'Skin Segmentation from NIR Images using Unsupervised Domain Adaptation through Generative Latent Search'. Accepted in ECCV2020 (Spotlight). Preprint: https://arxiv.org/abs/2006.08696
most recent commit 4 years ago
Adda_mnist64 ⭐ 28
Adversarial Discriminative Domain Adaptation with MNIST 64x64 in Lasagne-Theano
most recent commit 7 years ago
Deep Unsupervised Domain Adaptation ⭐ 20
Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.
most recent commit 3 years ago
Pointcloududa ⭐ 19
[IEEE-TMI 2021] This is our PyTorch implementation for Adapt Everywhere paper on unsupervised domain adaptation using entropy and point-cloud paper.
most recent commit 2 years ago
Dacl ⭐ 16
"DACL: Learning a Domain-Agnostic Contrastive Representation for Dense Prediction beyond Distribution Gap" (arXiv)
most recent commit a year ago
Useb ⭐ 12
Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.
most recent commit 2 years ago
Undaw ⭐ 8
Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance
most recent commit 4 years ago
Adamatch Pytorch ⭐ 8
A PyTorch implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
most recent commit 3 years ago
Unsupervisedjpegdomainadaptation ⭐ 8
Official implementation of the article "Unsupervised JPEG Domain Adaptation For Practical Digital Forensics"
most recent commit 5 months ago
Unsupervised Domain Adaptation With Bert ⭐ 6
Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.
most recent commit 4 years ago
Civic_issue_dataset ⭐ 5
Civic Issue Detection Dataset from Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues
most recent commit 4 years ago
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