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604 research outcomes, page 1 of 61
  • publication . Preprint . Conference object . 2018
    Open Access English
    Authors:
    Ziyan Wang; Buyu Liu; Samuel Schulter; Manmohan Chandraker;
    Persistent Identifiers

    In this paper, we address the problem of inferring the layout of complex road scenes given a single camera as input. To achieve that, we first propose a novel parameterized model of road layouts in a top-view representation, which is not only intuitive for human visuali...

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  • publication . Preprint . Conference object . 2019
    Open Access English
    Authors:
    Hana Habib; Neil Shah; Rajan Vaish;
    Persistent Identifiers

    Public sharing is integral to online platforms. This includes the popular multimedia messaging application Snapchat, on which public sharing is relatively new and unexplored in prior research. In mobile-first applications, sharing contexts are dynamic. However, it is un...

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  • publication . Preprint . Conference object . 2019
    Open Access English
    Authors:
    Xiaofeng Liu; Zhenhua Guo; Site Li; Ping Jia; Lingsheng Kong; Jane You; B. V. K. Vijaya Kumar;
    Persistent Identifiers

    We consider the problem of comparing the similarity of image sets with variable-quantity, quality and un-ordered heterogeneous images. We use feature restructuring to exploit the correlations of both inner$\&$inter-set images. Specifically, the residual self-attention c...

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  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Lipu Zhou; Daniel Koppel; Hui Ju; Frank Steinbruecker; Michael Kaess;
    Persistent Identifiers

    This paper presents an efficient algorithm for the least-squares problem using the point-to-plane cost, which aims to jointly optimize depth sensor poses and plane parameters for 3D reconstruction. We call this least-squares problem Planar Bundle Adjustment (PBA), due t...

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  • publication . Preprint . Conference object . 2017
    Open Access English
    Authors:
    Jhony Kaesemodel Pontes; Chen Kong; Anders Eriksson; Clinton Fookes; Sridha Sridharan; Simon Lucey;
    Persistent Identifiers

    3D reconstruction from 2D images is a central problem in computer vision. Recent works have been focusing on reconstruction directly from a single image. It is well known however that only one image cannot provide enough information for such a reconstruction. A prior kn...

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  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Amrith Setlur; Barnabás Póczos; Alan W. Black;
    Persistent Identifiers

    This paper extends recent work on nonlinear Independent Component Analysis (ICA) by introducing a theoretical framework for nonlinear Independent Subspace Analysis (ISA) in the presence of auxiliary variables. Observed high dimensional acoustic features like log Mel spe...

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  • publication . Preprint . Conference object . 2018
    Open Access English
    Authors:
    Unaiza Ahsan; Rishi Madhok; Irfan Essa;
    Persistent Identifiers

    We propose a self-supervised learning method to jointly reason about spatial and temporal context for video recognition. Recent self-supervised approaches have used spatial context [9, 34] as well as temporal coherency [32] but a combination of the two requires extensiv...

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  • publication . Conference object . Preprint . 2019
    Open Access
    Authors:
    Jakob Prange; Nathan Schneider; Omri Abend;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: NSF | NSF-BSF: RI: Small: Colla... (1812778)

    Comment: Accepted to The First International Workshop on Designing Meaning Representations (DMR), 2019 (in conjunction with ACL 2019)

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  • publication . Preprint . Conference object . 2017
    Open Access English
    Authors:
    Bernhard Haeupler; Ameya Velingker;
    Persistent Identifiers
    Project: NSF | AF: Small: Distributed Al... (1527110), NSF | AF: Medium: New Direction... (0963975)

    We study the communication rate of coding schemes for interactive communication that transform any two-party interactive protocol into a protocol that is robust to noise. Recently, Haeupler (FOCS '14) showed that if an $\epsilon > 0$ fraction of transmissions are corrup...

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  • publication . Conference object . Preprint . 2021
    Open Access
    Authors:
    Xu, Keyang; Ren, Tongzheng; Zhang, Shikun; Feng, Yihao; Xiong, Caiming;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics

    Comment: Accepted by ACL 2021. Code is available at https://github.com/rivercold/BERT-unsupervised-OOD

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604 research outcomes, page 1 of 61