
Dr Gabriel Leivas Oliveira
BSc, MSc, MSc, PhD
Expertise
My research focuses on robust and efficient machine learning algorithms, with emphasis on generalization and computational efficiency. My research interests also include computer vision, time series and multi-task learning.
Current positions
Lecturer in Artificial Intelligence
School of Engineering Mathematics and Technology
Contact
Press and media
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Research interests
Robust Machine Learning, Computer Vision, Generalization, Robotics
Publications
Selected publications
01/01/2016Efficient Deep Models for Monocular Road Segmentation.
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Uncertainty Herding
LEARNING REPRESENTATIONS. INTERNATIONAL CONFERENCE. 13TH 2025. (ICLR 2025)
Forget Sharpness
Proceedings of the 41st International Conference on Machine Learning
Recent publications
24/04/2025Uncertainty Herding
LEARNING REPRESENTATIONS. INTERNATIONAL CONFERENCE. 13TH 2025. (ICLR 2025)
Forget Sharpness
Proceedings of the 41st International Conference on Machine Learning
AdaFlood
Transactions on Machine Learning Research (TMLR)
DynaShare
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)