Activities per year
Project Details
Description
PhD fellowship awarded by the Danish Data Science Academy (DDSA)
| Short title | Are you sure? |
|---|---|
| Status | Active |
| Effective start/end date | 01/10/2022 → 01/10/2025 |
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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Lecture - When computer vision goes wrong: How can we detect failures in perception?
Humblot-Renaux, G. (Lecturer)
8 Nov 2023Activity: Talks and presentations › Guest lecturers
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Seminar - Uncertainty in/for computer vision
Humblot-Renaux, G. (Lecturer)
18 Apr 2023Activity: Talks and presentations › Guest lecturers
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Danish Data Science 2022 poster session - "Improving image understanding with deep multimodal fusion"
Humblot-Renaux, G. (Speaker)
7 Nov 2022Activity: Talks and presentations › Conference presentations
Prizes
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Outstanding Contribution in Reviewing
Humblot-Renaux, G. (Recipient), 24 May 2024
Prize: Conference prizes
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Research output
- 3 Article in proceeding
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A Noisy Elephant in the Room: Is Your out-of-Distribution Detector Robust to Label Noise?
Humblot-Renaux, G., Guerrero, S. E. & Moeslund, T. B., 16 Sept 2024, 2024 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE (Institute of Electrical and Electronics Engineers), p. 22626-22636 11 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile1 Citation (Scopus)6 Downloads (Pure) -
Underwater Uncertainty: A Multi-Annotator Image Dataset for Benthic Habitat Classification
Humblot-Renaux, G., Johansen, A. S., Schmidt, J. E., Irlind, A. F., Madsen, N., Moeslund, T. B. & Pedersen, M., Aug 2024, (Accepted/In press) Computer Vision -- ECCV 2024 Workshops. SpringerResearch output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile136 Downloads (Pure) -
Beyond AUROC & co. for evaluating out-of-distribution detection performance
Humblot-Renaux, G., Guerrero, S. E. & Moeslund, T. B., Aug 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE (Institute of Electrical and Electronics Engineers), p. 3881-3890 10 p. (IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile1 Citation (Scopus)23 Downloads (Pure)