Papers Online unsupervised domain adaptation
“Online unsupervised domain adaptation” 태그가 달린 논문 8편 · 필터 해제
Source-Guided Similarity Preservation for Online Person Re-Identification
Online Unsupervised Domain Adaptation (OUDA) for person Re-Identification (Re-ID) is the task of continuously adapting a model trained on a well-annotated source domain dataset to a target domain observed as a data strea…
Domain AdaptationOnline unsupervised domain adaptationPerson Re-IdentificationUnsupervised Domain AdaptationReal-Time Online Unsupervised Domain Adaptation for Real-World Person Re-identification
Following the popularity of Unsupervised Domain Adaptation (UDA) in person re-identification, the recently proposed setting of Online Unsupervised Domain Adaptation (OUDA) attempts to bridge the gap towards practical app…
Domain AdaptationOnline unsupervised domain adaptationPerson Re-IdentificationUnsupervised Domain AdaptationGIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation
3D point cloud semantic segmentation is fundamental for autonomous driving. Most approaches in the literature neglect an important aspect, i.e., how to deal with domain shift when handling dynamic scenes. This can signif…
Autonomous DrivingDomain AdaptationOnline unsupervised domain adaptationPoint Cloud Segmentation+3A Multi-stage Framework with Mean Subspace Computation and Recursive Feedback for Online Unsupervised Domain Adaptation
In this paper, we address the Online Unsupervised Domain Adaptation (OUDA) problem and propose a novel multi-stage framework to solve real-world situations when the target data are unlabeled and arriving online sequentia…
Domain AdaptationOnline unsupervised domain adaptationUnsupervised Domain AdaptationOnline Unsupervised Domain Adaptation for Person Re-identification
Unsupervised domain adaptation for person re-identification (Person Re-ID) is the task of transferring the learned knowledge on the labeled source domain to the unlabeled target domain. Most of the recent papers that add…
Domain AdaptationOnline unsupervised domain adaptationPerson Re-IdentificationUnsupervised Domain AdaptationACDC: Online Unsupervised Cross-Domain Adaptation
We consider the problem of online unsupervised cross-domain adaptation, where two independent but related data streams with different feature spaces -- a fully labeled source stream and an unlabeled target stream -- are …
Domain AdaptationOnline unsupervised domain adaptationUnsupervised Domain AdaptationMulti-step Online Unsupervised Domain Adaptation
In this paper, we address the Online Unsupervised Domain Adaptation (OUDA) problem, where the target data are unlabelled and arriving sequentially. The traditional methods on the OUDA problem mainly focus on transforming…
Domain AdaptationOnline unsupervised domain adaptationUnsupervised Domain AdaptationOnline Updating of Word Representations for Part-of-Speech Tagging
We propose online unsupervised domain adaptation (DA), which is performed incrementally as data comes in and is applicable when batch DA is not possible. In a part-of-speech (POS) tagging evaluation, we find that online …
Domain AdaptationOnline unsupervised domain adaptationPart-Of-Speech TaggingPOS+2