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Feature Incay for Representation Regularization [article]

Yuhui Yuan, Kuiyuan Yang, Chao Zhang
2017 arXiv   pre-print
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]

Xingyu Xie, Qiuhao Wang, Zenan Ling, Xia Li, Yisen Wang, Guangcan Liu, Zhouchen Lin
2021 arXiv   pre-print
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

Gloria Ajit
2021 Estudios de Economía Aplicada  
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

Giovanni Nadiani, Christopher Rundle
2016 ELOPE  
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

Robert Blust, John Lynch
1999 Oceanic Linguistics  
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

Adela Drăucean
2010 Journal of Humanistic and Social Studies  
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)

George Sarton, Frances Siegel
1934 Isis  
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

John R. Packham, Peter A. Thomas, Mark D. Atkinson, Thomas Degen
2012 Journal of Ecology  
-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

Nikola Vasiljević
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


Volume Lix
2013 Scientific Works. Series C. Veterinary Medicine   unpublished
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.  ... 

Essays in Empirical Corporate Finance

Christoph Wenk
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


James P. Niessen
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

Theresa v
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