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Mathieu Aubry

Senior Research Scientist

20112026

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  • Segmenting France Across Four Centuries

    López-Rauhut, M., Zhou, H., Aubry, M. & Landrieu, L., 1 Jan 2026, Document Analysis and Recognition – ICDAR 2025 - 19th International Conference, Proceedings. Yin, X.-C., Karatzas, D. & Lopresti, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-22 20 p. (Lecture Notes in Computer Science; vol. 16024 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

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

    Kuriyal, A., Vincent, E., Aubry, M. & Landrieu, L., 1 Jan 2025, Proceedings - 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025. IEEE Computer Society, p. 2185-2194 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Detecting Looted Archaeological Sites from Satellite Image Time Series

    Vincent, E., Saroufim, M., Chemla, J., Ubelmann, Y., Marquis, P., Ponce, J. & Aubry, M., 1 Jan 2025, Proceedings - 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025. IEEE Computer Society, p. 2287-2298 12 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Diffusion Models as Data Mining Tools

    Siglidis, I., Holynski, A., Efros, A. A., Aubry, M. & Ginosar, S., 1 Jan 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 393-409 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15119 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • FocalPose++: Focal Length and Object Pose Estimation via Render and Compare

    Cifka, M., Ponimatkin, G., Labbe, Y., Russell, B., Aubry, M., Petrik, V. & Sivic, J., 1 Jan 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 2, p. 755-772 18 p.

    Research output: Contribution to journal › Article › peer-review

  • An Interpretable Deep Learning Approach for Morphological Script Type Analysis

    Vlachou-Efstathiou, M., Siglidis, I., Stutzmann, D. & Aubry, M., 1 Jan 2024, Document Analysis and Recognition – ICDAR 2024 Workshops, Proceedings. Mouchère, H. & Zhu, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-21 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14936 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • General Detection-based Text Line Recognition

    Baena, R., Kalleli, S. & Aubry, M., 1 Jan 2024, In: Advances in Neural Information Processing Systems. 37

    Research output: Contribution to journal › Conference article › peer-review

  • Historical Astronomical Diagrams Decomposition in Geometric Primitives

    Kalleli, S., Trigg, S., Albouy, S., Husson, M. & Aubry, M., 1 Jan 2024, Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Proceedings. Barney Smith, E. H., Liwicki, M. & Peng, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 108-125 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14806 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Historical Printed Ornaments: Dataset and Tasks

    Chaki, S. K., Baltaci, Z. S., Vincent, E., Emonet, R., Vial-Bonacci, F., Bahier-Porte, C., Aubry, M. & Fournel, T., 1 Jan 2024, Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Proceedings. Barney Smith, E. H., Liwicki, M. & Peng, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-270 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14806 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

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

    Loiseau, R., Vincent, E., Aubry, M. & Landrieu, L., 1 Jan 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 27874-27884 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

View all 65 research outputs