Representing Shape Collections With Alignment-Aware Linear Models. - Romain Loiseau; Tom Monnier; Mathieu Aubry; Loïc Landrieu (3DV, 2021)

Online Segmentation of LiDAR Sequences: Dataset and Algorithm. - Romain Loiseau; Mathieu Aubry; Loïc Landrieu (ECCV (38), 2022)

A Model You Can Hear: Audio Identification with Playable Prototypes. - Romain Loiseau; Baptiste Bouvier; Yann Teytaut; Elliot Vincent; Mathieu Aubry; Loïc Landrieu (ISMIR, 2022)

Analyse de données 3D du monde réel: efficacité et interprétabilité. (Real-World 3D Data Analysis: Toward Efficiency and Interpretability). - Romain Loiseau (2023)

OpenStreetView-5M: The Many Roads to Global Visual Geolocation. - Guillaume Astruc; Nicolas Dufour; Ioannis Siglidis; Constantin Aronssohn; Nacim Bouia; Stephanie Fu; Romain Loiseau; Van Nguyen Nguyen; Charles Raude; Elliot Vincent; Lintao Xu; Hongyu Zhou; et al. (CVPR, 2024)

Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans. - Romain Loiseau; Elliot Vincent; Mathieu Aubry; Loïc Landrieu (CVPR, 2024)