Blended-target Domain Adaptation
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Benchmarks
Most implemented
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation
2023-02-03 · 구현 1개
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation
2021-04-01 · 구현 1개
Papers
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation
2023-02-03
· Pengcheng Xu, Boyu Wang, Charles Ling
Current methods of blended targets domain adaptation (BTDA) usually infer or consider domain label information but underemphasize hybrid categorical feature structures of targets, which yields limited performance, especi…
Blended-target Domain AdaptationDomain AdaptationLabel shift of blended-target domain adaptationMulti-target Domain AdaptationCurriculum Graph Co-Teaching for Multi-Target Domain Adaptation
2021-04-01 · CVPR 2021 1
· Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe 외
In this paper we address multi-target domain adaptation (MTDA), where given one labeled source dataset and multiple unlabeled target datasets that differ in data distributions, the task is to learn a robust predictor for…
Blended-target Domain AdaptationDomain AdaptationMulti-target Domain Adaptation