Flatness Improves Backbone Generalisation in Few-Shot Classification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
Streamlining Prediction in Bayesian Deep Learning.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Post-hoc Probabilistic Vision-Language Models.
CoRR, 2024
Differentially Private Continual Learning using Pre-Trained Models.
CoRR, 2024
The Robust Semantic Segmentation UNCV2023 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Corrigendum to 'Multiobjective optimization of classifiers by means of 3D convex-hull-based evolutionary algorithms' [Information Sciences volumes 367-368 (2016) 80-104].
Inf. Sci., 2017
Multiobjective optimization of classifiers by means of 3D convex-hull-based evolutionary algorithms.
Inf. Sci., 2016
Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance.
IEEE Trans. Evol. Comput., 2015
Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm.
CoRR, 2014
Power Distribution Network Reconfiguration by Evolutionary Integer Programming.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Mixed Integer Evolution Strategies for Parameter Optimization.
Evol. Comput., 2013
Convex Hull-Based Multi-objective Genetic Programming for Maximizing ROC Performance
CoRR, 2013
On the log-normal self-adaptation of the mutation rate in binary search spaces.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
An evolutionary multiobjective optimization approach to component-based software architecture design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Towards automated software architectures design using model transformations and evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Getting lost or getting trapped: on the effect of moves toincomparable points in multiobjective hillclimbing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
How to Do Recombination in Evolution Strategies: An Empirical Study.
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009
Mixed-Integer Evolution Strategies with Dynamic Niching.
Proceedings of the Parallel Problem Solving from Nature, 2008
Optimizing Computed Tomographic Angiography Image Segmentation Using Fitness Based Partitioning.
Proceedings of the Applications of Evolutionary Computing, 2008
Metamodel-assisted mixed integer evolution strategies and their application to intravascular ultrasound image analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Towards Dynamic Fitness Based Partitioning for IntraVascular UltraSound Image Analysis.
Proceedings of the Applications of Evolutinary Computing, 2007
Mixed-Integer NK Landscapes.
Proceedings of the Parallel Problem Solving from Nature, 2006
Mixed-integer optimization of coronary vessel image analysis using evolution strategies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Mixed-Integer Evolution Strategies and Their Application to Intravascular Ultrasound Image Analysis.
Proceedings of the Applications of Evolutionary Computing, 2006