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Personal profile

Biography

I am a lecturer (assistant professor) in the School of Informatics at the University of Edinburgh and leading the Visual Computing Group (VICO). My research focuses on computer vision and machine learning with a focus on weakly/unsupervised learning, multi-task/domain/modality learning and 3D understanding. Before Edinburgh, I have spent three wonderful years in the great Visual Geometry Group (VGG) at the University of Oxford as a postdoc, working with Andrea Vedaldi. I completed my PhD in VISICS group in KU Leuven. I was lucky to work with Luc Van Gool and Tinne Tuytelaars. My PhD topic was about image classification with latent parameters with a focus on weakly supervised object detection and action recognition.

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  • Multi-task Learning with 3D-Aware Regularization

    Li, W-H., McDonagh, S., Leonardis, A. & Bilen, H., 2 Oct 2023, ArXiv.

    Research output: Working paperPreprint

  • Learning Action Changes by Measuring Verb-Adverb Textual Relationships

    Moltisanti, D., Keller, F., Bilen, H. & Sevilla-Lara, L., 22 Aug 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 23110-23118 9 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

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

    Open Access
    File
  • Distilling Representations from GAN Generator via Squeeze and Span

    Yang, Y., Cheng, X., Liu, C., Bilen, H. & Ji, X., 1 Apr 2023, Advances in Neural Information Processing Systems 35 (NeurIPS 2022) . Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Curran Associates Inc, Vol. 35. p. 34188-34200 12 p. (Advances in Neural Information Processing Systems).

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

    Open Access
    File
  • Accelerating Self-Supervised Learning via Efficient Training Strategies

    Kocyigit, M. T., Hospedales, T. M. & Bilen, H., 6 Feb 2023, Proceedings of the IEEE Winter Conference on Applications of Computer Vision 2023 (WACV). IEEE, p. 5643-5653 11 p. (IEEE Workshop on Applications of Computer Vision (WACV)).

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

    Open Access
    File
  • Dataset Condensation with Distribution Matching

    Zhao, B. & Bilen, H., 1 Jan 2023, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision 2023 (WACV). IEEE, p. 6503-6512 13 p. (IEEE Winter Conference on Applications of Computer Vision).

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

    Open Access
    File