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awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
https://github.com/eric-erki/awesome-domain-adaptation
Last synced: 1 day ago
JSON representation
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Theory
- [NIPS2007
- [3 Oct 2019
- [arXiv 15 Nov 2018
- [ICML2019
- [ICML2019 - Learning-Invariant-Representations-for-Domain-Adaptation)
- [ML2010
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Applications
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Semantic Segmentation
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Object Detection
- [29 Nov 2019
- [17 Nov 2019
- [15 Nov 2019
- [6 Nov 2019
- [WACV
- [IJCNN2019 Oral - domain-car-detection)
- [ICCV2019 Oral
- [ICCV2019
- [CVPR2018
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Person Re-identification
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Video Domain Adaptation
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Medical Related
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Others
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Other Transfer Learning Paradigms
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Domain Randomization
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Domain Generalization
- [8 Dec 2019
- [18 Sep 2019
- [24 May 2019
- [29 Apr 2019
- [9 Dec 2018
- [ICLR2020
- [ICLR2020
- [AAAI2020 - tokyo/dg_mmld)
- [ICML2019
- [Pattern Recognition(2019) - DA-DG)
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Transfer Metric Learning
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Others
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Survey
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Unsupervised DA
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Adversarial Methods
- [10 Dec 2019
- [23 Oct 2019
- [25 Sep 2019
- [arXiv 13 Sep 2019
- [arXiv 11 Jun 2019
- [arXiv 10 Jun 2019
- [arXiv 28 May 2019
- [arXiv 30 Nov 2018
- [arXiv 17 Feb 2019
- [arXiv 30 Dec 2018
- [arXiv 2 Dec 2018
- [arXiv 10 Oct 2018
- [arXiv 10 Sep 2018
- [arXiv 6 Jul 2018 - ADDA)
- [arXiv 4 Jun 2018
- [arXiv 21 May 2018
- [arXiv 25 Apr 2018
- [arXiv 28 Jun 2018
- [AAAI2020
- [AAAI2020
- [AAAI2020 - AAAI2020)
- [IJCNN2019 - adaptation-capls)
- [ICDM2019
- [IJCAI2019 - Group/DSR)
- [ICML2019 - Spectral-Penalization)
- [ICML2019 - Adversarial-Training)
- [CVPR2019 Oral
- [IJCNN2019
- [AAAI2019
- [AAAI2019
- [ICLR2019
- [ICML2018 - Push/Moving-Semantic-Transfer-Network)
- [ICML2018
- [CVPR2018 - feature-augmentation)
- [CVPR2018
- [CVPR2018
- [CVPR2018
- [CVPR2018
- [AAAI2018
- [AAAI2018 - domain-adaptation)
- [ICLR2018
- [ICLR2018 Poster - t)
- [NIPS2017
- [ECCV2016
- [ICML2015
- [IEEE ACCESS
- [25 Oct 2019
- [CVPR2019 Oral
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Incremental Methods
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Distance-based Methods
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Optimal Transport
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Other Methods
- [8 Dec 2019
- [21 Nov 2019
- [28 Oct 2019
- [25 Sep 2019
- [arXiv 30 May 2019
- [arXiv on 24 May 2019
- [arXiv 26 May 2019
- [arXiv 13 Apr 2019
- [arXiv 2 Apr 2019
- [arXiv 30 Jan 2019
- [arXiv 22 Jan 2019
- [arXiv 17 Nov 2018
- [ICLR2020
- [AAAI2020 - adaptation-capls)
- [ICDM2019
- [ICML2019
- [IJCAI2019
- [ICLR2019
- [AAAI2018
- [ICLR2018 - to-cluster/) [[Pytorch]](https://github.com/GT-RIPL/L2C)
- [ICLR2018
- [ICLR2018 - entropy-correlation-alignment)
- [ICML2017 - ut/atda)
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Weakly-Supervised DA
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Other Methods
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Zero-shot DA
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One-shot DA
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Other Methods
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Open Set DA
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Other Methods
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Partial DA
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Other Methods
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Multi Source DA
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Other Methods
- [14 Oct 2019
- [AAAI2020
- [NeurlPS2019
- [ICLR2019 - Lab/MuLANN)
- [CVPR2018 - SYSU/MSDA)
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Multi Target DA
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Other Methods
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Multi Step DA
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Heterogeneous DA
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Other Methods
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Target-agnostic DA
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Other Methods
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Federated DA
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Other Methods
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Model Selection
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Other Methods
- [ICML2019 - Embedded-Validation)
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Related Topics
-
Image-to-Image Translation
- [arXiv 11 Feb 2019
- [arXiv 25 Feb 2019
- [ICCV2019
- [NIPS2018
- [NIPS2018
- [NIPS2018
- [NIPS2018
- [KDD2018
- [IJCAI2018
- [ECCV2018
- [ECCV2018
- [ECCV2018 - GAN/)
- [ECCV2018
- [ECCV2018 - Tensorflow)
- [ECCV2018
- [ICML2018 - GAN)
- [CVPR2018
- [CVPR2018
- [NIPS2017
- [NIPS2017
- [ICCV2017(extended version) - CycleGAN-and-pix2pix)
- [CVPR2017 - CycleGAN-and-pix2pix)
- [ICML2017
- [ICLR2017 Poster - transfer-network)
- [NIPS2016
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Disentangled Representation Learning
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Benchmarks
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Disentangled Representation Learning
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Categories
Unsupervised DA
86
Applications
43
Related Topics
29
Other Transfer Learning Paradigms
15
Survey
10
Theory
6
Multi Source DA
5
Multi Step DA
3
Partial DA
3
Open Set DA
2
Weakly-Supervised DA
2
Benchmarks
2
Target-agnostic DA
2
One-shot DA
2
Zero-shot DA
2
Multi Target DA
1
Heterogeneous DA
1
Model Selection
1
Federated DA
1
Sub Categories
Other Methods
48
Adversarial Methods
48
Image-to-Image Translation
25
Semantic Segmentation
11
Others
10
Domain Generalization
10
Distance-based Methods
10
Person Re-identification
10
Object Detection
9
Disentangled Representation Learning
6
Medical Related
3
Video Domain Adaptation
3
Optimal Transport
3
Incremental Methods
2
Transfer Metric Learning
1
Domain Randomization
1