Syrine Kalleli

Syrine Kalleli

PhD Student · ENPC, Paris, France

Hi there! 👋

I'm a 3rd year computer vision PhD student at ENPC, IP Paris, advised by Mathieu Aubry. I work on learning by decomposing images into simple, interpretable representations. I am in ongoing collaboration with Alexei Efros (UC Berkeley). Before my PhD, I completed the MVA masters at ENS Paris-Saclay, where I was also Normalienne élève in the mathematics department.

Publications

2026 Bottom-up modeling of repeated elements via single-image analysis-by-synthesis ECCV 2026 Syrine Kalleli, Alexei A. Efros, Mathieu Aubry
2026 PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer CVPR Findings 2026 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, Raphael Baena, Elliot Vincent, Loic Landrieu
2024 General Detection-based Text Line Recognition NeurIPS 2024 Raphael Baena, Syrine Kalleli, Mathieu Aubry
2024 ICDAR 2024 Competition on Handwriting Recognition of Historical Ciphers ICDAR 2024 (Competition) Raphael Baena, Syrine Kalleli, Mathieu Aubry
2024 Historical Astronomical Diagram Decomposition in Geometric Primitives ICDAR 2024 (Oral Presentation) Syrine Kalleli, Scott Trigg, Ségolène Albouy, Mathieu Husson, Mathieu Aubry
2023 Editing and analysing historical astronomical diagrams with artificial intelligence IAMAHA 2023 (Oral Presentation) Syrine Kalleli, Scott Trigg, Ségolène Albouy, Samuel Gessner, Mathieu Husson, Mathieu Aubry

Teaching

2025
Deep Learning Course, Teaching Assistant, ENPC
2024
Deep Learning Course, Teaching Assistant, ENPC
2024
Introduction to Machine Learning Course, Teaching Assistant, ENPC
2024
Digital Humanities meets Artificial Intelligence week Project Organizer, PSL University