Search Results for author: António Loison

Found 2 papers, 2 papers with code

CroissantLLM: A Truly Bilingual French-English Language Model

1 code implementation1 Feb 2024 Manuel Faysse, Patrick Fernandes, Nuno M. Guerreiro, António Loison, Duarte M. Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro H. Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo

We introduce CroissantLLM, a 1. 3B language model pretrained on a set of 3T English and French tokens, to bring to the research and industrial community a high-performance, fully open-sourced bilingual model that runs swiftly on consumer-grade local hardware.

Language Modelling Large Language Model

Probabilistic Jacobian-based Saliency Maps Attacks

2 code implementations12 Jul 2020 Théo Combey, António Loison, Maxime Faucher, Hatem Hajri

Neural network classifiers (NNCs) are known to be vulnerable to malicious adversarial perturbations of inputs including those modifying a small fraction of the input features named sparse or $L_0$ attacks.

Autonomous Driving Malware Detection

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