• DIMACS

  • Referenced in 578 articles [sw08221]
  • generators, bibliographies, and other electronic artifacts. The challenge organizers are also producing refereed volumes ... these contain selected papers from the workshops that culminate each challenge. If you are using...
  • PASCAL VOC

  • Referenced in 150 articles [sw36507]
  • five challenges: classification, detection, segmentation, action classification, and person layout. In this paper we provide ... review of the challenge from 2008–2012. The paper is intended for two audiences: algorithm ... current generation of algorithms; and, challenge designers, who want to see what we as organisers ... conclude the paper with an appraisal of the aspects of the challenge that worked well...
  • CoSaMP

  • Referenced in 231 articles [sw08727]
  • challenge in compressive sampling is to approximate a compressible signal from noisy samples. This paper...
  • POLSYS_PLP

  • Referenced in 18 articles [sw01238]
  • poses difficult mathematical questions and computational challenges. This paper critically reviews the literature...
  • ALPS

  • Referenced in 17 articles [sw00036]
  • This paper describes the design of the Abstract Library for Parallel Search (ALPS), a framework ... such algorithms in a scalable manner is challenging both because of data storage requirements ... ideas to address this challenge. The paper also describes the design of two other libraries...
  • SSA

  • Referenced in 34 articles [sw42107]
  • convergence and coverage. The paper also considers solving several challenging and computationally expensive engineering design...
  • PDDL

  • Referenced in 106 articles [sw07079]
  • planning community the challenge of handling time and numeric resources. This necessitated the development ... numeric properties of planning domains. In this paper we describe the language, PDDL2.1, that ... technology -- and presents a number of important challenges to the research community...
  • Pregel

  • Referenced in 41 articles [sw13416]
  • edges - poses challenges to their efficient processing. In this paper we present a computational model...
  • UML2Alloy

  • Referenced in 13 articles [sw09885]
  • UML2Alloy: A Challenging Model Transformation. Alloy is a formal language, which has been applied ... constraints to Alloy code. The paper demonstrates challenging aspects of the model transformation, which originate...
  • FaceNet

  • Referenced in 30 articles [sw21626]
  • scale presents serious challenges to current approaches. In this paper we present a system, called...
  • BiCePS

  • Referenced in 9 articles [sw06321]
  • implementing scalable parallel search algorithms. This paper describes the design of the Abstract Library ... such algorithms in a scalable manner is challenging both because of data storage requirements ... ideas to address this challenge. The paper also describes the design of two other libraries...
  • DIRECT

  • Referenced in 66 articles [sw03054]
  • massively parallel version of DIRECT. This paper describes several massively parallel implementations for a global ... different approaches to address DIRECT’s design challenges imposed by memory requirements and data dependency...
  • DARTS

  • Referenced in 14 articles [sw36213]
  • DARTS: Differentiable Architecture Search. This paper addresses the scalability challenge of architecture search by formulating...
  • Healpix

  • Referenced in 79 articles [sw08860]
  • expanded to meet many of the profound challenges that will arise in confrontation with ... Beyond Einstein inflation probe. In this paper we consider the requirements and implementation constraints...
  • U-Net

  • Referenced in 132 articles [sw33176]
  • many thousand annotated training samples. In this paper, we present a network and training strategy ... sliding-window convolutional network) on the ISBI challenge for segmentation of neuronal structures in electron...
  • CloudSim

  • Referenced in 28 articles [sw10724]
  • extremely challenging problem to tackle. To simplify this process, in this paper we propose CloudSim...
  • GWO

  • Referenced in 112 articles [sw40816]
  • these well-known meta-heuristics. The paper also considers solving three classical engineering design problems ... that the proposed algorithm is applicable to challenging problems with unknown search spaces...
  • PowerGraph

  • Referenced in 9 articles [sw17478]
  • performance and scalability. In this paper, we characterize the challenges of computation on natural graphs...
  • SqFreeEVAL

  • Referenced in 11 articles [sw07421]
  • given interval. In this paper, we consider a simple subdivision algorithm whose primitives are purely ... particular) is a new challenge for computer science. In this paper, we compute the size...
  • PrefixSpan

  • Referenced in 85 articles [sw20761]
  • mining problem with broad applications. It is challenging since one may need to examine ... mined are numerous and/or long. In this paper, we propose a novel sequential pattern mining...