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Raphael Baena Email / Scholar / Twitter / Github I am a postdoctoral researcher in computer vision at École des Ponts ParisTech (ENPC), under the guidance of Mathieu Aubry. I am part of the Imagine group of the A3SI team, LIGM lab (UMR 8049). I completed my PhD at IMT Atlantique under the direction of Vincent Gripon and supervision of Lucas Drumetz. I am interested in computer vision and deep learning, particularly in transfer learning. My current research focuses on applying these techniques to handwritten recognition in historical documents. |
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Research |
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Leveraging Morphology for Historical Script Metrological Analysis
M. Vlachou Efstathiou*, R. Baena*, D. Stutzmann, M. Aubry Conference: ICDAR, 2026 Arxiv, Github, Project page |
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Text Region Detection in Historical Astronomical Diagrams
Z. Sonat Baltacı*, R. Baena*, F. Meng, S. Norindr, F. Somer, M. Husson, M. Aubry Conference: ICDAR, 2026 Arxiv, Github, Project page |
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PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer
D. Picard, N. Dufour, L. Degeorge, A. Ghosh, D. Allegro, T. Ravaud, Y. Perron, C. Sautier, Z. S. Baltaci, F. Meng, S. Kalleli, M. López-Rauhut, T. Loiseau, S. Albouy, R. Baena, E. Vincent, L. Landrieu Conference: CVPR Findings, 2026 Arxiv, Github |
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General Detection-based Text Line Recognition
R. Baena, S. Kalleli, M. Aubry. Conference: NeurIPS, 2024 Arxiv, Github, Project page |
R. Baena, L. Drumetz, V. Gripon
Conference: EUSIPCO, 2024
Arxiv
R. Baena, L. Drumetz, V. Gripon
Journal Elsevier Signal Processing, 2024
Arxiv , Github
R. Baena, L. Drumetz, V. Gripon
Conference: ICASSP, 2023
Arxiv, Github
R. Baena, L. Drumetz, V. Gripon
Conference: EUSIPCO, 2021
Arxiv
