Elliot Vincent

According to our database, Elliot Vincent authored at least 12 papers between 2021 and 2026.

Collaborative distances:

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

2026

PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer.

David Picard, Nicolas Dufour, Lucas Degeorge, Arijit Ghosh, Davide Allegro, Tom Ravaud, Yohann Perron, Corentin Sautier, Zeynep Sonat Baltaci, Fei Meng, Syrine Kalleli, Marta López-Rauhut, Thibaut Loiseau, Ségolène Albouy, Raphaël Baena, Elliot Vincent, Loïc Landrieu

CoRR, April, 2026

Remote Sensing Change Detection via Weak Temporal Supervision.

Xavier Bou, Elliot Vincent, Gabriele Facciolo, Rafael Grompone von Gioi, Jean-Michel Morel, Thibaud Ehret

CoRR, January, 2026

2025

Analysis of satellite image time series for classification and change detection. (Analyse des séries temporelles d'images satellite pour la classification des sols et la détection du changement).

Elliot Vincent

PhD thesis, 2025

Detecting Looted Archaeological Sites from Satellite Image Time Series.

Elliot Vincent, Mehraïl Saroufim, Jonathan Chemla, Yves Ubelmann, Philippe Marquis, Jean Ponce, Mathieu Aubry

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

CoDEx: Combining Domain Expertise for Spatial Generalization in Satellite Image Analysis.

Abhishek Kuriyal, Elliot Vincent, Mathieu Aubry, Loïc Landrieu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift.

Elliot Vincent, Jean Ponce, Mathieu Aubry

CoRR, 2024

Historical Printed Ornaments: Dataset and Tasks.

Sayan Kumar Chaki, Zeynep Sonat Baltaci, Elliot Vincent, Rémi Emonet, Fabienne Vial-Bonacci, Christelle Bahier-Porte, Mathieu Aubry, Thierry Fournel

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans.

Romain Loiseau, Elliot Vincent, Mathieu Aubry, Loïc Landrieu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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, Loïc Landrieu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach.

Elliot Vincent, Jean Ponce, Mathieu Aubry

CoRR, 2023

2022

A Model You Can Hear: Audio Identification with Playable Prototypes.

Romain Loiseau, Baptiste Bouvier, Yann Teytaut, Elliot Vincent, Mathieu Aubry, Loïc Landrieu

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021

Unsupervised Layered Image Decomposition into Object Prototypes.

Tom Monnier, Elliot Vincent, Jean Ponce, Mathieu Aubry

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021