Nacim Belkhir

According to our database, Nacim Belkhir authored at least 12 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

InfraParis: A multi-modal and multi-task autonomous driving dataset.

Gianni Franchi, Marwane Hariat, Xuanlong Yu, Nacim Belkhir, Antoine Manzanera, David Filliat

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

NECO: NEural Collapse Based Out-of-distribution detection.

Mouïn Ben Ammar, Nacim Belkhir, Sebastian Popescu, Antoine Manzanera, Gianni Franchi

CoRR, 2023

2022

Learning deep morphological networks with neural architecture search.

Yufei Hu, Nacim Belkhir, Jesús Angulo, Angela Yao, Gianni Franchi

Pattern Recognit., 2022

A study of deep perceptual metrics for image quality assessment.

Rémi Kazmierczak, Gianni Franchi, Nacim Belkhir, Antoine Manzanera, David Filliat

CoRR, 2022

2021

Reliable Semantic Segmentation with Superpixel-Mix.

Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao

CoRR, 2021

Robust Semantic Segmentation with Superpixel-Mix.

Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2017

Per Instance Algorithm Configuration for Continuous Black Box Optimization. (Configuration Automatisé d'algorithme par instance pour l'optimisation numérique boîte-noire).

Nacim Belkhir

PhD thesis, 2017

Per instance algorithm configuration of CMA-ES with limited budget.

Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Recurrent neural network-based fault detector for aileron failures of aircraft.

Nobuyuki Yoshikawa, Nacim Belkhir, Sinji Suzuki

Proceedings of the 11th Asian Control Conference, 2017

2016

Feature Based Algorithm Configuration: A Case Study with Differential Evolution.

Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Surrogate Assisted Feature Computation for Continuous Problems.

Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer

Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016

2015

Parameter Setting for Multicore CMA-ES with Large Populations.

Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer

Proceedings of the Artificial Evolution, 2015