Learning Target-Domain-Specific Classifier for Partial Domain Adaptation [PDF]
Unsupervised domain adaptation~(UDA) aims at reducing the distribution discrepancy when transferring knowledge from a labeled source domain to an unlabeled target domain. Previous UDA methods assume that the source and target domains share an identical label space, which is unrealistic in practice since the label information of the target domain is ...
Chuan-Xian Ren +2 more
exaly +4 more sources
A Review of Domain Adaptation without Target Labels [PDF]
20 pages, 5 ...
Wouter Kouw, Marco Loog
exaly +5 more sources
Target domain definition and classification in CASP8. [PDF]
AbstractIn order to be successful CASP experiments require experimentally determined protein structures. These structures form the basis of the experiment. Structural genomics groups have provided the vast majority of these structures in recent editions of CASP.
Tress ML, Ezkurdia I, Richardson JS.
europepmc +4 more sources
Domain Adaptation with Incomplete Target Domains [PDF]
Domain adaptation, as a task of reducing the annotation cost in a target domain by exploiting the existing labeled data in an auxiliary source domain, has received a lot of attention in the research community. However, the standard domain adaptation has assumed perfectly observed data in both domains, while in real world applications the existence of ...
Zhenpeng Li +5 more
openaire +3 more sources
T cell immunoglobulin domain and mucin domain-3 as an emerging target for immunotherapy in cancer management [PDF]
Akihiro Yoneda, Masahisa Jinushi Research Center for Infection-associated Cancer, Institute for Genetic Medicine, Hokkaido University, Sapporo, Japan Abstract: Cancer-induced immunosuppression significantly impacts tumors, rendering them the ability to ...
Yoneda A, Jinushi M
doaj +1 more source
The metaphorical conceptualization of God in the Serbian language [PDF]
The subject of this paper is a way of conceptualizing God in the Serbian language. The aim of the paper is to show and indicate the ways in which the meaning of the noun God is understood in the Serbian language, and which metaphors arise when it is ...
Stevanović Katarina Z.
doaj +1 more source
Verbal and Non-verbal) pictorial) Metaphorical Conceptualization of ‘Anger’ in the Wars of “Haft Khan of Rostam” [PDF]
The present research aims at the metaphorical conceptualization of ‘anger’ in one of the most valuable epic works of Persian based on the cognitive pattern proposed byKövecses.
Azadeh Sharifi Moghaddam +1 more
doaj +1 more source
Domain Adaptation with Auxiliary Target Domain-Oriented Classifier [PDF]
Fix typos after CVPR 2021.
Jian Liang 0001, Dapeng Hu, Jiashi Feng
openaire +2 more sources
Metaphorical nominations characterizing the conceptual sphere of the mechanism (Based on the English popular science Biology discourse) [PDF]
The paper aims at identifying the connection between the target domain and the source domain (represented by the PARTS OF MECHANISM, MECHANISM REPAIR, MECHANISM ACTIVATION). The author uses continuous sampling method, as well as methods of conceptual and
Filatova , Anna V.
doaj +1 more source
Federated Multi-Target Domain Adaptation [PDF]
Federated learning methods enable us to train machine learning models on distributed user data while preserving its privacy. However, it is not always feasible to obtain high-quality supervisory signals from users, especially for vision tasks. Unlike typical federated settings with labeled client data, we consider a more practical scenario where the ...
Chun-Han Yao +5 more
openaire +2 more sources

