About
Remy Sun is a tenured research scientist in the MAASAI team at Inria Université Côte d'Azur since October 2024. His work spans trajectory forecasting, map representation, and deep learning applications in physics and ecology.
- PhD in Image Classification (Sorbonne University, 2022)
- Postdoctoral Researcher, MAASAI team (2022-2024)
His research integrates knowledge injection into neural networks, with recent focus on online HDMap estimation for autonomous systems and ecological monitoring via deep learning. Publications highlight interdisciplinary applications in robotics and marine biology.
Recent work trends include:
- WACV 2025 oral presentation on sensor-based map acquisition
- Underwater biodiversity analysis with DOV videos
Scientific awards include mentoring Raphaël Razafindralambo under the 3IA Côte d'Azur scholarship.
Research fields
Trajectory ForecastingOnline Map AcquisitionMap RepresentationFederated LearningKnowledge Injection in Neural NetworksDeep Learning for PhysicsImage ClassificationDeep Learning for EEG ClassificationCausal Analysis of Deep Generative ModelsOut-of-Distribution Network PredictionsDeep Representations for Protein Sequences
0Publications listed
