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Unchain the Search Space with Hierarchical Differentiable Architecture Search [article]

Guanting Liu, Yujie Zhong, Sheng Guo, Matthew R. Scott, Weilin Huang
2021 arXiv   pre-print
Differentiable architecture search (DAS) has made great progress in searching for high-performance architectures with reduced computational cost.  ...  To overcome this limitation, in this paper, we propose a Hierarchical Differentiable Architecture Search (H-DAS) that performs architecture search both at the cell level and at the stage level.  ...  In this work, we redesign the search space of DARTSseries methods, and propose a Hierarchical Differentiable Architecture Search (H-DAS) that enables the search of both cell-level (micro-architecture)  ... 
arXiv:2101.04028v2 fatcat:5vtgeuf7d5ef3eev44sifwdoay

Shuffle Index

Sabrina De Capitani Di Vimercati, Sara Foresti, Stefano Paraboschi, Gerardo Pelosi, Pierangela Samarati
2015 ACM Transactions on Storage  
The proposed solution also supports update operations over the data, while making reads and writes not recognizable as such by the server.  ...  Such requirements concern the confidentiality not only of the stored data (content), but also of the specific accesses (or patterns of them) that users make on such data.  ...  to make space for the descendants of n and n ′ .  ... 
doi:10.1145/2747878 fatcat:eap2z6pnljelblu6zk5lguuivi

On the Virtualization of CUDA Based GPU Remoting on ARM and X86 Machines in the GVirtuS Framework

Raffaele Montella, Giulio Giunta, Giuliano Laccetti, Marco Lapegna, Carlo Palmieri, Carmine Ferraro, Valentina Pelliccia, Cheol-Ho Hong, Ivor Spence, Dimitrios S. Nikolopoulos
2016 International journal of parallel programming  
This drove to a highly hierarchical evolution of programming models.  ...  The astonishing development of diverse and different hardware platforms is twofold: on one side, the challenge for the exascale performance for big data processing and management; on the other side, the  ...  in part by the University of Naples Parthenope -Department of Science and Technologies "Weather/marine extreme event simulation with Galaxy-ES (Earth System) scientific workflow engine and cloud computing  ... 
doi:10.1007/s10766-016-0462-1 fatcat:duqsttegnjbaxg2vjgflbkh72i

Survey of research towards robust peer-to-peer networks: Search methods

John Risson, Tim Moors
2006 Computer Networks  
Failures are common amongst massive numbers of distributed peers, though the impact of individual failures may be less than in conventional architectures.  ...  Thus the key to realizing P2P's potential in applications other than casual file sharing is robustness. P2P search methods are first couched within an overall P2P taxonomy.  ...  The unchained architecture was used by Napster, but it has the disadvantage that users do not see all indexed data in the system.  ... 
doi:10.1016/j.comnet.2006.02.001 fatcat:y53zlgwdy5gp5l5ki3grg6wuk4

A Politics of Space and the Historical Transformation of Individuals: A Case Study of Bulgaria

N. Nikolov
2014 Venec  
It constitutes an attempt at presenting a decentred history of the present through the vantage point of the architecture of the panel block.  ...  The revolution of 1989 is a symbiosis between a certain discontinuity with the past and a contradiction of the old forms of subjectivities, and on the other, a silent continuity of the everyday lives of  ...  Galabov, for the assistance offered during the final stages of this project.  ... 
doaj:583700069f704f678214204ace6c5ebd fatcat:uj7rpygprjen7fad6xothumcem

Realigning Vertical Dance on a Horizontal Continuum

Danielle K. Garrison
2016 Athens Journal of Humanities and Arts  
This hierarchical aesthetic split between dance and acrobatics currently exists in the US between the genres of aerial dance and aerial circus.  ...  I am claiming that leading US aerial dance practitioners are rewarded through the language of art critics, support of funding organizations, and placement within academia for aligning their work with the  ...  In an interview I had with the credited founder of aerial dance, Terry Sendgraff, she expressed she was in search of something "truer" for herself than ballet, modern dance, gymnastics, and circus could  ... 
doi:10.30958/ajha.3.2.3 fatcat:mpnaankkcbfrve22sx5uemjvfm

New Keywords: Migration and Borders

Maribel Casas-Cortes, Sebastian Cobarrubias, Nicholas De Genova, Glenda Garelli, Giorgio Grappi, Charles Heller, Sabine Hess, Bernd Kasparek, Sandro Mezzadra, Brett Neilson, Irene Peano, Lorenzo Pezzani (+5 others)
2014 Cultural Studies  
The paper is organized in four parts (i)  ...  It moves beyond traditional and critical migration studies by building on cultural studies and post-colonial analyses, and by drawing on a diverse set of longstanding author engagements with migrant movements  ...  At the same time, however, a complex alchemy of unchaining and taming, selecting and blocking, has always shaped and continues to shape capitalism's relationship with the mobility of labour and thus with  ... 
doi:10.1080/09502386.2014.891630 fatcat:oh3mo3blfvaolkgjjzjcrblbfi

Web-based simulation: revolution or evolution?

Ernest H. Page, Arnold Buss, Paul A. Fishwick, Kevin J. Healy, Richard E. Nance, Ray J. Paul
2000 ACM Transactions on Modeling and Computer Simulation  
In other words, the search space has been dramatically reduced not by accuracy (the old way), but by massive and rapid search conducted by an empowered analyst (the new way).  ...  Imagine the Taiwanese schoolboy unchained from abstract languages such as HTML.  ... 
doi:10.1145/353735.353736 fatcat:ej3v4lq66remjmf7axaykrsuty

The Architecture of Value Thinking and Pneuma in Housing Associations

Jan Veuger
2017 Journal of Civil Engineering and Architecture  
After the introduction, an explanation of the theme of the research will be given and the choice for a four-phase model with a deepening as to what value(s) is (and are).  ...  From the perspective of the four-phase model, the emphasis will be put on the socialization and thinking capacities, and parallels will be drawn between the values within the four-phase model, the examined  ...  This emotion generates the value that must be measured. Solidarity thus brings with it a responsibility that transcends time and space.  ... 
doi:10.17265/1934-7359/2017.04.008 fatcat:f2dp27nf3jdkji3hta3qkfseoe

Digital Debris of Internet Art: An Allegorical and Entropic Resistance to the Epistemology of Search

Nils Jean
2017 Leonardo: Journal of the International Society for the Arts, Sciences and Technology  
%and%as%such%conflated%the%experience%of%the% online%space%with%the%physical%space.  ...  .% In% a% similar% analogy% with% film,% Kracauer% describes% historical% space% by% differentiating% what%he%calls%'macro'%and%'micro'%histories.% (1987:125)%% The% filmic% metaphor% here% echoes% Once  ...  the!Epistemology!of! Search% ! Chapter!Seven:!Biennale.py:!Exposing!the!Epistemology!of!Search!! ! ! !  ... 
doi:10.1162/leon_a_01494 fatcat:qrjce6dldfbxxgpublg3nhdt5m

Data Ecosystems: Sovereign Data Exchange among Organizations (Dagstuhl Seminar 19391)

Cinzia Capiello, Avigdor Gal, Matthias Jarke, Jakob Rehof, Michael Wagner
2020 Dagstuhl Reports  
The goal of the seminar was to bring together people from different disciplines (also outside the computer science area), in order to identify (i) a set of research challenges for the future development  ...  Towards the objectives, the seminar included tutorials, invited talks, presentations of open problems, working groups. This report presents the most relevant findings and contributions.  ...  , which is a crucial aspect for unchaining all the potentials of open data. (2) Although the architecture of many modern Information Systems is based on data services, that are abstractions of computation  ... 
doi:10.4230/dagrep.9.9.66 dblp:journals/dagstuhl-reports/CappielloGJR19 fatcat:wf3tymvs6zghri2tm2n4ijki44

Oscillator-based memory for serial order

Gordon D. A. Brown, Tim Preece, Charles Hulme
2000 Psychological review  
Our general aim is to demonstrate that complex, adaptive, hierarchically organized temporal behavior can emerge from a system equipped with simple internal oscillatory dynamics when the dynamic internal  ...  The model provides an integrated account of both item memory and order memory and allows the hierarchical representation of temporal order information.  ...  For example, MacGregor argued analytically that the optimal chunk size is the number of items per node that will minimize search time in a hierarchically organized system.  ... 
doi:10.1037/0033-295x.107.1.127 pmid:10687405 fatcat:cjmrsm322nht3eeqrlj5k5nezq

Oscillator-based memory for serial order

Gordon D. A. Brown, Tim Preece, Charles Hulme
2000 Psychological review  
Our general aim is to demonstrate that complex, adaptive, hierarchically organized temporal behavior can emerge from a system equipped with simple internal oscillatory dynamics when the dynamic internal  ...  The model provides an integrated account of both item memory and order memory and allows the hierarchical representation of temporal order information.  ...  For example, MacGregor argued analytically that the optimal chunk size is the number of items per node that will minimize search time in a hierarchically organized system.  ... 
doi:10.1037//0033-295x.107.1.127 fatcat:czou34mrdzcsrbuyw25zwqibsu

Optineurin links Hace1-dependent Rac ubiquitylation to integrin-mediated mechanotransduction to control bacterial invasion and cell division [article]

Serena Petracchini, Daniel Hamaoui, Anne Doye, Atef Asnacios, Florian Fage, Elisa Vitiello, martial Balland, Sebastien Janel, Frank Lafont, Mukund Gupta, Benoit Ladoux, Jerome Gilleron (+7 others)
2021 biorxiv/medrxiv   pre-print
We have studied how mechanical properties of the ECM impact invasion of cells by the extraintestinal Escherichia coli pathogen UTI89.  ...  Despite such features, OPTN knockdown cells displayed defective traction force buildup associated with limited cellular invasion by UTI89.  ...  Force reconstruction was conducted with the assumption that the substrate is a linear elastic half space using Fourier transform traction cytometry with zeroorder regularization 81 .  ... 
doi:10.1101/2021.09.19.460967 fatcat:evosncpzx5cx7abtj3xfzmefxu

Cardiac Stem Cells and Mechanisms of Myocardial Regeneration

Annarosa Leri, Jan Kajstura, Piero Anversa
2005 Physiological Reviews  
It is also unlikely that resident progenitor cells follow a growth pathway distinct from the intrinsic hierarchical process of commitment and differentiation.  ...  to effectively monitor practices or the search for alternatives (149, 167, 285) .  ... 
doi:10.1152/physrev.00013.2005 pmid:16183916 fatcat:fo7jov24lfejfprvo56ksgaxda
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