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» Agnostic Domain Adaptation
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ECCV
2010
Springer
14 years 4 months ago
Automatic Attribute Discovery and Characterization
It is common to use domain specific terminology – attributes – to describe the visual appearance of objects. In order to scale the use of these describable visual attributes t...
ACL
2011
13 years 2 months ago
Domain Adaptation by Constraining Inter-Domain Variability of Latent Feature Representation
We consider a semi-supervised setting for domain adaptation where only unlabeled data is available for the target domain. One way to tackle this problem is to train a generative m...
Ivan Titov
COLING
2008
14 years 9 days ago
Domain Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual Corpora
tra Statistical machine translation systems are usually trained on large amounts of bilingual text and monolingual text. In this paper, we propose a method to perform domain adapta...
Hua Wu, Haifeng Wang, Chengqing Zong
EMNLP
2011
12 years 10 months ago
Domain Adaptation via Pseudo In-Domain Data Selection
Amittai Axelrod, Xiaodong He, Jianfeng Gao
SE
2010
14 years 9 days ago
weHelp: A Reference Architecture for Social Recommender Systems
Abstract: Recommender systems have become increasingly popular. Most of the research on recommender systems has focused on recommendation algorithms. There has been relatively litt...
Swapneel Sheth, Nipun Arora, Christian Murphy, Gai...