Marine Picot

According to our database, Marine Picot authored at least 8 papers between 2022 and 2024.

Collaborative distances:

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

2024

Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation.

Anas Himmi, Guillaume Staerman, Marine Picot, Pierre Colombo, Nuno Miguel Guerreiro

CoRR, 2024

2023

Adversarial Robustness Via Fisher-Rao Regularization.

Marine Picot, Francisco Messina, Malik Boudiaf, Fabrice Labeau, Ismail Ben Ayed, Pablo Piantanida

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Protecting Deep Learning Systems Against Attack: Enhancing Adversarial Robustness and Detection. (Protéger les systèmes de deep learning face aux attaques: améliorer la robustesse adversaire et la détection).

Marine Picot

PhD thesis, 2023

A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection.

Marine Picot, Federica Granese, Guillaume Staerman, Marco Romanelli, Francisco Messina, Pablo Piantanida, Pierre Colombo

Trans. Mach. Learn. Res., 2023

Toward Stronger Textual Attack Detectors.

Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors.

Federica Granese, Marine Picot, Marco Romanelli, Francisco Messina, Pablo Piantanida

CoRR, 2022

MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors.

Federica Granese, Marine Picot, Marco Romanelli, Francesco Messina, Pablo Piantanida

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Robust Autoencoder-based State Estimation in Power Systems.

Marine Picot, Francisco Javier Messina, Fabrice Labeau, Pablo Piantanida

Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022