Computer Science

Organisational unit: School

Publications

  1. 2021
  2. Published
  3. E-pub ahead of print

    Surrogate models in evolutionary single-objective optimization: a new taxonomy and experimental study

    Leandro Minku & Xin Yao, 8 Mar 2021, (E-pub ahead of print) In: Information Sciences.

    Research output: Contribution to journalArticlepeer-review

  4. E-pub ahead of print

    Input-to-state representation in linear reservoirs dynamics

    Peter Tino, 2 Mar 2021, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Contribution to journalArticlepeer-review

  5. Accepted/In press

    FS-Net: fast shape-based network for category-level 6D object pose estimation with decoupled rotation mechanism

    Hyung Jin Chang, Jinming Duan, & Ales Leonardis, 1 Mar 2021, (Accepted/In press) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Accepted/In press

    FixBi: bridging domain spaces for unsupervised domain adaptation

    Hyung Jin Chang & , 1 Mar 2021, (Accepted/In press) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. E-pub ahead of print

    Liquid extraction surface analysis mass spectrometry of ESKAPE pathogens

    Robin May, Iain Styles & Helen Cooper, 1 Mar 2021, (E-pub ahead of print) In: Journal of the American Society for Mass Spectrometry.

    Research output: Contribution to journalArticlepeer-review

  8. Accepted/In press

    Unsupervised hyperbolic representation learning via message passing auto-encoders

    Hyung Jin Chang & , 1 Mar 2021, (Accepted/In press) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Accepted/In press

    VaB-AL: incorporating class imbalance and difficulty with variational Bayes for active learning

    Hyung Jin Chang, 1 Mar 2021, (Accepted/In press) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Accepted/In press

    Optimal online dispatch for high-capacity shared autonomous mobility-on-demand systems

    David Parker & , 28 Feb 2021, (Accepted/In press) 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, (IEEE International Conference on Robotics and Automation (ICRA)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. Published

    Stochastic proximal AUC maximization

    Yunwen Lei & , 28 Feb 2021, In: Journal of Machine Learning Research. 22, 45 p., 61.

    Research output: Contribution to journalArticlepeer-review

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