Projects per year
Personal profile
Education/Academic qualification
Robotics, MSc
1 Sept 2019 → 16 Jun 2021
Electrical Engineering, BSc
1 Sept 2014 → 13 Jul 2018
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Collaborations from the last five years
Dive into details by clicking on the dots.
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"Are you sure?" Towards trustworthy computer vision
Humblot-Renaux, G. (PI), Escalera Guerrero, S. (Supervisor) & Moeslund, T. B. (Supervisor)
01/10/2022 → 01/10/2025
Project: PhD Project
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JAMBO: Undersøgelser af havbundsforhold og bundslæbende redskabers påvirkning i Jammerbugt
Madsen, N. (PI), Moeslund, T. B. (PI), Pedersen, M. (PI), Irlind, A. F. (PI), de Jonge, N. (PI), Lund Nielsen, J. (PI), Humblot-Renaux, G. (PI), Johansen, A. S. (PI), Schmidt, J. E. (PI), Jørgensen, A. (PI), Pless-Schmidt, K. (PI) & Lønborg, C. (PI)
01/04/2023 → 01/01/2024
Project: Research
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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 AccessFile2 Citations (Scopus)18 Downloads (Pure) -
Uncertainty-Aware Stability Analysis of IBR-dominated Power System with Neural Networks
Humblot-Renaux, G., Wu, Y., Escalera Guerrero, S., Moeslund, T. B., Wang, X. & Wu, H., Apr 2025, (E-pub ahead of print) In: I E E E Transactions on Power Electronics.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile5 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 AccessFile214 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)40 Downloads (Pure) -
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images
Humblot-Renaux, G., Marchegiani, L., Moeslund, T. B. & Gade, R., Apr 2022, In: IEEE Robotics and Automation Letters. 7, 2, p. 2913-2920 8 p., 9689949.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile14 Citations (Scopus)231 Downloads (Pure)
Datasets
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JAMBO
Humblot-Renaux, G. (Creator), Johansen, A. S. (Creator), Schmidt, J. E. (Creator), Irlind, A. F. (Creator), Madsen, N. (Creator), Moeslund, T. B. (Creator) & Pedersen, M. (Creator), Hugging Face, 9 Oct 2024
DOI: 10.57967/hf/3210, https://huggingface.co/datasets/vapaau/jambo
Dataset
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Why Talk to People When You Can Talk to Robots? Far-Field Speaker Identification in the Wild
RO-MAN, 2. 2. (Creator), Chrysostomou, D. (Creator), Humblot-Renaux, G. (Creator) & Li, C. (Creator), Underline Science Inc., 21 Aug 2021
DOI: 10.48448/gae6-9z05, https://underline.io/lecture/30263-why-talk-to-people-when-you-can-talk-to-robotsquestion-far-field-speaker-identification-in-the-wild
Dataset: Supplementary material
Prizes
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Outstanding Contribution in Reviewing
Humblot-Renaux, G. (Recipient), 24 May 2024
Prize: Conference prizes
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Activities
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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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AI for the People 2022 poster session - "Soft labelling for semantic segmentation"
Humblot-Renaux, G. (Speaker)
10 Nov 2022Activity: Talks and presentations › Conference presentations
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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
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ICRA 2022 session - Computer Vision for Transportation
Humblot-Renaux, G. (Speaker)
24 May 2022Activity: Talks and presentations › Conference presentations