Comparing a composite model versus chained models to locate a nearest visual object

no code implementations • 2 Jun 2023 • Antoine Le Borgne, Xavier Marjou, Fanny Parzysz, Tayeb Lemlouma

Extracting information from geographic images and text is crucial for autonomous vehicles to determine in advance the best cell stations to connect to along their future path.

Autonomous Vehicles

Tackling Asymmetric and Circular Sequential Social Dilemmas with Reinforcement Learning and Graph-based Tit-for-Tat

1 code implementation • 26 Jun 2022 • Tangui Le Gléau, Xavier Marjou, Tayeb Lemlouma, Benoit Radier

To tackle this issue, this paper extends SSD with Circular Sequential Social Dilemma (CSSD), a new kind of Markov games that better generalizes the diversity of cooperation between agents.

Reinforcement Learning (RL)

GIPFA: Generating IPA Pronunciation from Audio

1 code implementation • 13 Jun 2020 • Xavier Marjou

Transcribing spoken audio samples into the International Phonetic Alphabet (IPA) has long been reserved for experts.

OTEANN: Estimating the Transparency of Orthographies with an Artificial Neural Network

2 code implementations • NAACL (SIGTYP) 2021 • Xavier Marjou

To transcribe spoken language to written medium, most alphabets enable an unambiguous sound-to-letter rule.

Machine Translation Translation