Adrien Lafage

According to our database, Adrien Lafage authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Torch-Uncertainty: A Deep Learning Framework for Uncertainty Quantification.

Adrien Lafage, Olivier Laurent, Firas Gabetni, Gianni Franchi

CoRR, November, 2025

Robust trajectory forecasting in autonomous systems using mixtures of Student's T-distributions with T-DistNet.

Adrien Lafage, Gianni Franchi, Mathieu Barbier, David Filliat

Pattern Recognit., 2025

Hierarchical Light Transformer Ensembles for Multimodal Trajectory Forecasting.

Adrien Lafage, Mathieu Barbier, Gianni Franchi, David Filliat

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Torch-Uncertainty: Deep Learning Uncertainty Quantification.

Adrien Lafage, Olivier Laurent, Firas Gabetni, Gianni Franchi

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

Packed Ensembles for efficient uncertainty estimation.

Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi

Proceedings of the Eleventh International Conference on Learning Representations, 2023