domain adaptation

Adversarial domain alignment

Feature-space

paper: “Adversarial discriminative domain adaptation” CVPR2017

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Pixel-space

Paper:

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Actually, we can do both feature and pixel alignment

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Few-shot pixel alignment

Paper: COCO-FUNIT:Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder ECCV2020

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Beyond alignment

Assumption: Category shift

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Self-supervised learning

Paper: DANCE:domain adaptaion with neighborhood clustering

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Consistency

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domain adaptation
http://example.com/2021/05/13/domain-adaptation/
Author
Neko kiku
Posted on
May 13, 2021
Licensed under