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No 227 x2013 18 November 2014 RSIS Commentary is a platform to provide timely and where appropriate policy relevant commentary and analysi s of topical issues and contemporary developments. We propose a method that uses a mul tiscale convolutional network trained from raw pixels to extract dense feature vectors that encode regions of multiple sizes centered on each pixel The method alleviates the need for engineered features In paralle Toronto ON M5S 3G4 CANADA Abstract Recurrent Neural Networks RNNs are very powerful sequence models that do not enjoy widespread use because it is extremely dif64257 cult to train them properly Fortunately re cent advances in Hessianfree optimizatio Contactinformation:MainCampus,P.O.Box873906,Tempe,AZ85287-3906;email:ilona.babenko@asu.edu;oliver.boguth@asu.edu;yuri.tserlukevich@asu.edu.ThispaperhasbenetedfromcommentsbyJonathanBerk,SreedharBhara Image from http://www.eng.nus.edu.sg/mpelimtt/Karman1.JPG http://www.eng.nus.edu.sg/mpelimtt/collision.mpg http://www.eng.nus.edu.sg/mpelimtt/leapfrog.mpg http://www.eng.nus.edu.sg/mpelimtt/collid998. No. 011 – 1 4 January 2015 RSIS Commentary is a platform to provide timely and, where appropriate, policy - relevant commentary and analysi s of topical issues and contemporary developments Copyright Office lib.umich.edu/copyright copyright@umich.edu Copyright Office publications@wcfia.harvard.edu • http://www.wcfia.harvard.edu Working Paper Series No. 13-0004 Varieties of Populism: Literature Review and Research Agenda by Bart Bonikowski, Department of Soc *Correspondingauthor.E-mailaddresses:suh@mit.edu(G.E.Suh),cwo@mit.edu(C.W.O YuchenZhangyXiChen]DengyongZhouMichaelI.JordanyyUniversityofCalifornia,Berkeley,Berkeley,CA94720fyuczhang,jordang@berkeley.edu]NewYorkUniversity,NewYork,NY10012xichen@nyu.eduMicrosoftResearch,1Micro garland@cs.cmu.edu;http://www.cs.cmu.edu/ph@cs.cmu.edu;http://www.cs.cmu.edu/Wehavedevelopedanalgorithmwhichproducessimpli Prepare special education mentors with advanced knowledge in Autism Spectrum Disorders No. 165 – 31 August 2020 RSIS Commentary is a platform to provide timely and, where appropriate, policy - relevant commentary and analysis of topical and contemporary issues. The authors’ views No 07531 March2015RSIS Commentaryis aplatformto provide timelyand where appropriate policy-relevant commentaryand analysis of topical issues and contemporarydevelopments The views of the authors are t Gabin Yun, MD . Ella A. . Kazerooni. , MD, MS . Elizabeth M. Lee, MD . Palmi. N. Shah, MD . Michael . Deeb. , MD . Prachi P. Agarwal, MBBS. Author affiliations:. Department of Radiology, University of Michigan (G.Y., E.A.K., E.M.L., P.P.A.) .