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1,999 research outcomes, page 1 of 200
  • publication . Preprint . Conference object . 2018
    Open Access English
    Authors:
    Hanbyul Joo; Tomas Simon; Yaser Sheikh;
    Persistent Identifiers

    We present a unified deformation model for the markerless capture of multiple scales of human movement, including facial expressions, body motion, and hand gestures. An initial model is generated by locally stitching together models of the individual parts of the human ...

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  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Yizhuo Zhang; Zhirong Wu; Houwen Peng; Stephen Lin;
    Persistent Identifiers

    Comment: To Appear in CVPR 2020

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  • publication . Preprint . 2019
    Open Access English
    Authors:
    Popovici, Doru Thom; Schatz, Martin D.; Franchetti, Franz; Low, Tze Meng;

    Multi-dimensional discrete Fourier transforms (DFT) are typically decomposed into multiple 1D transforms. Hence, parallel implementations of any multi-dimensional DFT focus on parallelizing within or across the 1D DFT. Existing DFT packages exploit the inherent parallel...

  • publication . Preprint . Conference object . 2017
    Open Access English
    Authors:
    Sashank J. Reddi; Suvrit Sra; Barnabás Póczos; Alexander J. Smola;
    Persistent Identifiers

    We study Frank-Wolfe methods for nonconvex stochastic and finite-sum optimization problems. Frank-Wolfe methods (in the convex case) have gained tremendous recent interest in machine learning and optimization communities due to their projection-free property and their a...

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  • publication . Article . Preprint . 2020
    Open Access
    Authors:
    Vashishth, Shikhar; Newman-Griffis, Denis; Joshi, Rishabh; Dutt, Ritam; Rose, Carolyn;
    Persistent Identifiers
    Publisher: Elsevier BV

    Medical entity linking is the task of identifying and standardizing medical concepts referred to in an unstructured text. Most of the existing methods adopt a three-step approach of (1) detecting mentions, (2) generating a list of candidate concepts, and finally (3) pic...

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  • publication . Preprint . 2019
    Open Access English
    Authors:
    Wang, Fei; Panev, Stanislav; Dai, Ziyi; Han, Jinsong; Huang, Dong;

    Comment: 11 pages, 9 figures, 2 tables

  • publication . Preprint . 2021
    Open Access English
    Authors:
    Leino, Klas; Fredrikson, Matt;

    Certifiable local robustness, which rigorously precludes small-norm adversarial examples, has received significant attention as a means of addressing security concerns in deep learning. However, for some classification problems, local robustness is not a natural objecti...

  • publication . Preprint . Conference object . 2019
    Open Access English
    Authors:
    Suyoun Kim; Florian Metze;
    Persistent Identifiers
    Project: NSF | Bridges: From Communities... (1445606)

    Comment: NAACL 2019. arXiv admin note: text overlap with arXiv:1808.02171

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  • publication . Preprint . Conference object . 2017
    Open Access English
    Authors:
    Chaoyang Wang; José Miguel Buenaposada; Rui Zhu; Simon Lucey;
    Persistent Identifiers

    The ability to predict depth from a single image - using recent advances in CNNs - is of increasing interest to the vision community. Unsupervised strategies to learning are particularly appealing as they can utilize much larger and varied monocular video datasets durin...

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  • publication . Part of book or chapter of book . Preprint . 2019
    Open Access
    Authors:
    Syed Zohaib Hassan; Kashif Ahmad; Ala Al-Fuqaha; Nicola Conci;
    Persistent Identifiers
    Publisher: Springer International Publishing

    Social media have been widely exploited to detect and gather relevant information about opinions and events. However, the relevance of the information is very subjective and rather depends on the application and the end-users. In this article, we tackle a specific facet...

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1,999 research outcomes, page 1 of 200