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
24/04/2025Uncertainty Herding: ICLR 2025
LEARNING REPRESENTATIONS. INTERNATIONAL CONFERENCE. 13TH 2025. (ICLR 2025)
Forget Sharpness: The 41st International Conference on Machine Learning - Proceedings of Machine Learning Research
Proceedings of the 41st International Conference on Machine Learning
Efficient Deep Models for Monocular Road Segmentation.
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
AdaFlood: Adaptive Flood Regularization
Transactions on Machine Learning Research (TMLR)
Recent publications
29/09/2026One Size Does Not Fit All: NeurIPS 2026 - The Fortieth Annual Conference on Neural Information Processing Systems - Annual Conference on Neural Information Processing Systems
NeurIPS 2026 OPT Workshop
Raidal: The 37th British Machine Vision Conference
Uncertainty Herding: ICLR 2025
LEARNING REPRESENTATIONS. INTERNATIONAL CONFERENCE. 13TH 2025. (ICLR 2025)
Forget Sharpness: The 41st International Conference on Machine Learning - Proceedings of Machine Learning Research
Proceedings of the 41st International Conference on Machine Learning
AdaFlood: Adaptive Flood Regularization
Transactions on Machine Learning Research (TMLR)
