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Reliability study of computer aided diagnosis system using breast phantom: multi-reader analysis for identical lesions ...
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Choi, Nari. - : European Congress of Radiology, 2019
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A state space approach to dynamic modeling of mouse-tracking data ...
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F-Lingo: Integrating lexical feature identification into MOOC platforms for learning professional and academic English
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In: 6th IEEE Conference on Learning With MOOCS (LWMOOCS) - Enhancing Workforce Diversity and Inclusion (2019)
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What Do Language Representations Really Represent?
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In: Bjerva, Johannes; Östling, Robert; Veiga, Maria Han; Tiedemann, Jörg; Augenstein, Isabelle (2019). What Do Language Representations Really Represent? Computational Linguistics, 45(2):381-389. (2019)
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A review of the use of portable technologies as observational aids in the classroom
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Joint modeling of users, questions and answers for answer selection in CQA
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Changes in science attitudes, beliefs, knowledge and physiological arousal after implementation of a multimodal, cooperative intervention in primary school science classes
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Characterising postgraduate students’ corpus query and usage patterns for disciplinary data-driven learning
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PaperMiner—a real-time spatiotemporal visualization for newspaper articles
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Learning factorized representations for open-set domain adaptation
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Abstract:
Domain adaptation for visual recognition has undergone great progress in the past few years. Nevertheless, most existing methods work in the so-called closed-set scenario, assuming that the classes depicted by the target images are exactly the same as those of the source domain. In this paper, we tackle the more challenging, yet more realistic case of open-set domain adaptation, where new, unknown classes can be present in the target data. While, in the unsupervised scenario, one cannot expect to be able to identify each specific new class, we aim to automatically detect which samples belong to these new classes and discard them from the recognition process. To this end, we rely on the intuition that the source and target samples depicting the known classes can be generated by a shared subspace, whereas the target samples from unknown classes come from a different, private subspace. We therefore introduce a framework that factorizes the data into shared and private parts, while encouraging the shared representation to be discriminative. Our experiments on standard benchmarks evidence that our approach outperforms the state of the art in open-set domain adaptation.
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Keyword:
1203 Language and Linguistics; 1706 Computer Science Applications; 3304 Education; 3310 Linguistics and Language
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URL: https://espace.library.uq.edu.au/view/UQ:f1c734c
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Multilevel topic dependency models for assessment design and delivery: A hypergraph based approach
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Detecting and visualizing context and stress via a fuzzy rule-based system during commuter driving
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Discovering correlations between sparse features in distant supervision for relation extraction
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Parallel Corpora for the Biomedical Domain
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In: International Conference on Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-01847303 ; International Conference on Language Resources and Evaluation, ELRA, May 2018, Miyazaki, Japan (2018)
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Large-scale diversity estimation through surname origin inference ; Estimation de diversité à grande échelle par inférence de l'origine des noms de famille
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In: ISSN: 0759-1063 ; EISSN: 2070-2779 ; Bulletin de Méthodologie Sociologique / Bulletin of Sociological Methodology ; https://hal.archives-ouvertes.fr/hal-01766665 ; Bulletin de Méthodologie Sociologique / Bulletin of Sociological Methodology, SAGE Publications, In press (2018)
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Evaluation of the Effectiveness of the Use of a Mobile Application on Students’ Study Achievements – A Pilot Study
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In: Lecture Notes in Computer Science ; 17th Conference on e-Business, e-Services and e-Society (I3E) ; https://hal.inria.fr/hal-02274152 ; 17th Conference on e-Business, e-Services and e-Society (I3E), Oct 2018, Kuwait City, Kuwait. pp.37-44, ⟨10.1007/978-3-030-02131-3_5⟩ (2018)
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Acceptance and Use of Mobile Devices and Apps by Elderly People
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In: Lecture Notes in Computer Science ; 17th Conference on e-Business, e-Services and e-Society (I3E) ; https://hal.inria.fr/hal-02274186 ; 17th Conference on e-Business, e-Services and e-Society (I3E), Oct 2018, Kuwait City, Kuwait. pp.30-36, ⟨10.1007/978-3-030-02131-3_4⟩ (2018)
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The relationship between linguistic expression and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study of blog content ...
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