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13,401 research outcomes, page 1 of 1,341
  • other research product . Other ORP type . 2020
    Open Access
    Authors:
    Dufresne, Emilie Sonia; Edwards, Parker B.; Harrington, Heather A; Hauenstein, Jonathan D.;

    Topological data analysis (TDA) provides tools for computing geometric and topological information about spaces from a finite sample of points. We present an adaptive algorithm for finding provably dense samples of points on real algebraic varieties given a set of defin...

  • other research product . Other ORP type . 2020
    Open Access English
    Authors:
    Wu, M; Louw, T; Lahijanian, M; Ruan, W; Huang, X; Merat, N; Kwiatkowska, M;
    Persistent Identifiers
    Publisher: IEEE

    Anticipating a human collaborator's intention enables safe and efficient interaction between a human and an autonomous system. Specifically, in the context of semiautonomous driving, studies have revealed that correct and timely prediction of the driver's intention need...

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  • other research product . Other ORP type . 2020
    Open Access
    Authors:
    Corral Acero, J; Xu, H; Zacur, E; Schneider, JE; Lamata, P; Bueno-Orovio, A; Grau, V;
    Project: EC | PIC (764738)

    Deep learning has been widely applied for left ventricle (LV) analysis, obtaining state of the art results in quantification through image segmentation. When the training datasets are limited, data augmentation becomes critical, but standard augmentation methods do not ...

  • other research product . 2020
    Authors:
    Hambly, B; Yang, W;
    Persistent Identifiers
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  • other research product . 2020
    Authors:
    Ingram, J; Andrews, N;

    One aim of teaching mathematics is to develop students’ understanding of mathematics. In this paper we examine how teachers and students do understanding in interaction, and how this understanding is handled interactively during whole class interactions. Taking a Conver...

  • other research product . 2020
    Authors:
    Kim, E; Ahn, C; Torr, PHS; Oh, S;
    Persistent Identifiers

    Deep networks consume a large amount of memory by their nature. A natural question arises can we reduce that memory requirement whilst maintaining performance. In particular, in this work we address the problem of memory efficient learning for multiple tasks. To this en...

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  • other research product . 2020
    Authors:
    Wang, Q; Zhang, L; Bertinetto, L; Hu, W; Torr, PHS;
    Persistent Identifiers

    In this paper we illustrate how to perform both visual object tracking and semi-supervised video object segmentation, in real-time, with a single simple approach. Our method, dubbed SiamMask, improves the offline training procedure of popular fully-convolutional Siamese...

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  • other research product . 2020
    Authors:
    Bai, S; Tang, P; Torr, PHS; Latecki, LJ;
    Persistent Identifiers

    This work studies the unsupervised re-ranking procedure for object retrieval and person re-identification with a specific concentration on an ensemble of multiple metrics (or similarities). While the re-ranking step is involved by running a diffusion process on the unde...

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  • other research product . Other ORP type . 2020
    Authors:
    Dorling, D;
  • other research product . 2020
    Authors:
    Tonioni, A; Rahnama, O; Joy, T; Di Stefano, L; Ajanthan, T; Torr, PHS;
    Persistent Identifiers

    Real world applications of stereo depth estimation require models that are robust to dynamic variations in the environment. Even though deep learning based stereo methods are successful, they often fail to generalize to unseen variations in the environment, making them ...

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13,401 research outcomes, page 1 of 1,341