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Feature Incay for Representation Regularization
[article]
2017
arXiv
pre-print
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Thus, we propose feature incay to also regularize representation learning, which favors feature vectors with large norm when the samples can be correctly classified. ...
Softmax loss is widely used in deep neural networks for multi-class classification, where each class is represented by a weight vector, a sample is represented as a feature vector, and the feature vector ...
Feature incay is a general regularizer and can be added to softmax loss to emphasize feature norm. ...
arXiv:1705.10284v1
fatcat:kqoueqaxgfhf3o4fpv4mwy5spy
Optimization Induced Equilibrium Networks
[article]
2021
arXiv
pre-print
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2021 pre-print arXiv:2105.13228v1 fatcat:nv4tzzl5dzgfnoam73jd2wcmzyOther Versions
Feature incay for representation regularization. arXiv preprint arXiv:1705.10284, 2017. [31] Xingxuan Zhang, Peng Cui, Renzhe Xu, Linjun Zhou, Yue He, and Zheyan Shen. ...
SAM Iteration Induced Feature Regularization In this subsection, we provide another strategy for feature regularization. ...
(20) for the second inequality. We note that: ...
arXiv:2105.13228v3
fatcat:m2whdgdhkndolgcfmriw4u7q3e
A Systematic Review of Augmented Reality in STEM Education
2021
Estudios de Economía Aplicada
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Additionally, the existing gaps of AR study in the STEM education field were identified, and recommendations are therefore presented for future research. ...
Guided by the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) method, a systematic review of the ScienceDirect database identified 19 related studies. ...
In terms of AR features, students suggested the need to add realistic animation elements to the application (Cai et al., 2014) . ...
doi:10.25115/eea.v39i1.4280
fatcat:xkjj7kqbhzdxvn3raaiwrqi5wq
Pianure Blues: From the Dialect of the Plains to the English of the Blues
2016
ELOPE
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A process in which they are writers and performers and, especially, translators; translators of each other's voices, stories, landscapes, rhythms and sounds as they look for the bond between places, languages ...
And for a while we forget the pain For which, no joy atones. ...
It is said that this is due to the lack of planning and of laws regulating land use, but first and foremost it is the result of an inveterate and irredeemable tendency to bend any representation of the ...
doi:10.4312/elope.13.1.125-140
fatcat:a62usqayd5af3fuqwhr3xerzua
Pacific Languages: An Introduction
1999
Oceanic Linguistics
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There are also distinctive phonological features in Pacific languages that languages like English or French do not have. For these there is no "natural" orthographic representation. ...
A second kind of peaceful contact involves regular trade. ...
.), while in Guhu-Samane the word for boto 'hand' occurs in the numeral five. Laycock (1975a, 224) reports that there are also a few languages with a base-six system. ...
doi:10.2307/3623400
fatcat:yzt6o6ttazekdgn4en342y7dle
I. L. Caragiale. Theme and Variations
2010
Journal of Humanistic and Social Studies
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a thing can have both A and non A features. ...
Another reaction to generative grammar is the lexical-functional approach from The Mental Representation of Grammatical Relations (Cambridge, Mass. ...
doaj:a5896fbb2270423796b111fb51c6a946
fatcat:hmstpn7z6zbitg4vkjo3bhm6tu
Thirty-Eighth Critical Bibliography of the History and Philosophy of Science and of the History of Civilization (To March 1933,--With Special Reference to the Seventeenth and Eighteenth Centuries)
1934
Isis
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The first Rumanian dictionary of natural history : “‘ Voca- bularium pertinens ad tria regna naturae” by GEORGE INCAI. Dacoromania, 5, 553-62, Cluj, 1929 (Rumanian). ISIS
Borza, Al. ...
This feature of the book is its main contribution, though not documented. c. &. i
Diasio, Fortunato A. Domenico Majoccui (1849-1929), a biographical appreciation. ...
doi:10.1086/346824
fatcat:omebqni4ofbxnbn25p2khdnt4m
Biological Flora of the British Isles:Fagus sylvatica
2012
Journal of Ecology
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-M
médio-européen fi
Galls
(2010) Trois végétales
incais: Deschampsio
t Carici
9? ...
Peterken (1981) reported it as a magnificent stand of Abies alba (up to 58 m tall), Picea abies and F. sylvatica, with a good representation of younger age classes and much standing and lying dead wood ...
doi:10.1111/j.1365-2745.2012.02017.x
fatcat:d6onltdiw5ehrlz6bihznyjlda
Option pricing and market risk management in the presence of jump risk
2016
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Lemma 2.1. inCai (2009), pp. 128-129. ...
n l=1 l =j θ l for i = 1, 2, 3, ..., n + 1, and j = 2, ..., n + 1, (B.10) hence yielding the following representation (Θ Ã ) −1 =Θ Ã −1 . ...
., for x > b * p , Using the Feynman-Kac formula and the result (2.13) for Canadized European put options, we can express the value of the early exercise premium for an Canadized American put option as ...
doi:10.5167/uzh-127428
fatcat:iatl2czj3zb5xa7ogghuwqe5qq
SCIENTIFIC WORKS SERIES C. VETERINARY MEDICINE SCIENTIFIC WORKS SERIES C VETERINARY MEDICINE
2013
Scientific Works. Series C. Veterinary Medicine
unpublished
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The publishers are not responsible for the content of the scientific papers and opinions published in the Volume. ...
A surgical drain need to be placed for a couple of days, after the surgery, and the regular nursing attention. ...
Protocol for slides stained include few step ( incai, 2003): Samples were paraffined, after keeping them for 7 days in 80 o alcohol solution. The paraffin block was cut at 5 μm. ...
fatcat:7hpb42bfbzbbdcttdvbwwgn6wq
Essays in Empirical Corporate Finance
2013
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This result, even though economically relevant, is not statistically significant on a regular level. ...
A few elements were relevant for holding companies or owners with large stakes in individual firms, but have very limited impact on the regular firm listed on the SPI. ...
doi:10.5167/uzh-93995
fatcat:ozbstdzgvrcybeuytclx46thbu
Romania
2005
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Strikes, marches, and demonstrations were a regular feature of the subsequent years of declining popularity for the Ili escu administration before its electoral defeat in 1996. ...
representation in parlia ment. ...
doi:10.7282/t3tb1581
fatcat:6nst6iehprbz5hl2gml7sztj5i
Parents' perceptions of their roles in supporting their child with Down Syndrome develop mathematical concepts
2016
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The researcher presents the Interconnected Model for data analysis and the Revised Parental Involvement Questionnaire for data collection." ...
mathematical concepts for their child with Down syndrome. ...
Visual representations assisted in defining the basic and organising themes for these insights. ...
doi:10.4226/66/5a9dba9a3361e
fatcat:zzct6owqynfvjfwc2624xm3yq4