Hazel Doughty
Assistant professor
- Name
- Dr. H.R. Doughty
- Telephone
- +31 71 527 2727
- h.r.doughty@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-3670-3897
I am an Assistant Professor at Leiden University. Previously I was a postdoctoral researcher at the University of Amsterdam, working with with Prof. Cees Snoek.
I completed my PhD at the University of Bristol, advised by Prof. Dima Damen and Prof. Walterio Mayol-Cuevas. My area of interest is Video Understanding, with my PhD thesis focussing on Skill Determination. I am particularly interested in fine-grained and detailed video understanding with weak, noisy or other forms of incomplete supervision.
Assistant professor
- Faculty of Science
- Leiden Inst of Advanced Computer Science
- Rastegar S., Salehi M., Asano M.Y., Doughty H.R. & Snoek M.G.C. (2025), SelEx: self-expertise in fine-grained generalized category discovery. Leonardis A., Ricci E., Roth S., Russakovsky O., Sattler T. & Varol G. (Eds.), Computer vision – ECCV 2024: 18th European conference, Milan, Italy, september 29–october 4, 2024, proceedings, part LXX. European Conference on Computer Vision 29 September 2024 - 6 September 2024. Lecture Notes in Computer Science no. 15128. Cham: Springer . 440-458.
- Doughty H.R., Thoker M.F. & Snoek M.G.C. (2024), LocoMotion: learning motion-focused video-language representations. Cho M., Laptev I., Tran D., Yao A. & Zha H. (Eds.), Computer Vision – ACCV 2024: 17th Asian conference on computer vision. 17th Asian Conference on Computer Vision 8 December 2024 - 12 December 2024. Lecture Notes in Computer Science no. 15474. Singapore: Springer. 3-24.
- Zhang Y., Doughty H.R. & Snoek C. (2024), Low-resource vision challenges for foundation models, 2024 IEEE/CVF conference on computer vision and pattern recognition (CVPR). Asian Conference on Computer Vision 8 December 2024 - 12 December 2024: IEEE. 21956-21966.
- Thoker F.M., Doughty H. & Snoek C.G.M. (2023), Tubelet-contrastive self-supervision for video-efficient generalization. International Conference on Computer Vision 2 October 2023 - 6 October 2023 13812-13823.
- Zhang Y., Doughty H. & Snoek C.G.M (2023), Learning unseen modality interaction. Neural Information Processing Systems 10 December 2023 - 16 December 2023.
- Rastegar S., Doughty H. & Snoek C.G.M. (2023), Learn to Categorize or Categorize to Learn? : Self-Coding for Generalized Category Discovery. Neural Information Processing Systems 10 December 2023 - 16 December 2023.