All publications

For the comprehensive collection of our research papers, please refer to our team’s Google Scholar page.
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Selected publications

  1. Yihong Xu, Victor Letzelter, Mickaël Chen, Éloi Zablocki, Matthieu Cord
    under review, 2025

  2. Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
    under review, 2025

  3. Monika Wysoczańska, Antonin Vobecky, Amaia Cardiel, Tomasz Trzciński, Renaud Marlet, Andrei Bursuc, Oriane Siméoni
    under review, 2025
  4. David Perera*, Victor Letzelter*, Théo Mariotte, Adrien Cortés, Mickael Chen, Slim Essid, Gaël Richard
    Advances in Neural Information Processing Systems, 2024

  5. Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord
    Advances in Neural Information Processing Systems, 2024

  6. Paul Couairon, Mustafa Shukor, Jean-Emmanuel Haugeard, Matthieu Cord, Nicolas Thome
    Advances in Neural Information Processing Systems, 2024

  7. Mustafa Shukor, Matthieu Cord
    Advances in Neural Information Processing Systems, 2024

  8. Cédric Rommel, Victor Letzelter, Nermin Samet, Renaud Marlet, Matthieu Cord, Patrick Pérez, Eduardo Valle
    Advances in Neural Information Processing Systems, 2024

  9. Tuan-Hung Vu, Eduardo Valle, Andrei Bursuc, Tommie Kerssies, Daan de Geus, Gijs Dubbelman, Long Qian, Bingke Zhu, Yingying Chen, Ming Tang, Jinqiao Wang, Tomáš Vojíř, Jan Šochman, Jiří Matas, Michael Smith, Frank Ferrie, Shamik Basu, Christos Sakaridis, Luc Van Gool
    European Conference on Computer Vision, 2024

  10. Lorenzo Vaquero, Yihong Xu, Xavier Alameda-Pineda, Víctor M. Brea, Manuel Mucientes
    European Conference on Computer Vision, 2024

  11. Monika Wysoczańska, Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzciński, Patrick Pérez
    European Conference on Computer Vision, 2024

  12. Thibaut Loiseau, Tuan-Hung Vu, Mickael Chen, Patrick Pérez, Matthieu Cord
    European Conference on Computer Vision, 2024

  13. Amaia Cardiel, Éloi Zablocki, Oriane Siméoni, Elias Ramzi, Matthieu Cord
    ECCV Workshop Emergent Visual Abilities and Limits of Foundation Models (EVAL-FoMo), 2024

  14. Bjoern Michele, Alexandre Boulch, Tuan-Hung Vu, Gilles Puy, Renaud Marlet, Nicolas Courty
    European Conference on Computer Vision, 2024

  15. Lan Feng, Mohammadhossein Bahari, Kaouther Messaoud Ben Amor, Éloi Zablocki, Matthieu Cord, Alexandre Alahi
    European Conference on Computer Vision, 2024

  16. Nermin Samet, Cédric Rommel, David Picard, Eduardo Valle
    ECCV Workshop Towards a Complete Analysis of People Fine-grained Understanding for Real-World Applications (T-CAP), 2024

  17. Yuan Yin, Pegah Khayatan, Éloi Zablocki, Alexandre Boulch, Matthieu Cord
    ECCV Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving (W-CODA), 2024

  18. Jinglei Shi, Yihong Xu, Christine Guillemot
    IEEE Transactions on Image Processing, 2024

  19. Oriane Siméoni, Éloi Zablocki, Spyros Gidaris, Gilles Puy, Patrick Pérez
    International Journal of Computer Vision, 2024

  20. Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez
    International Conference On Machine Learning (ICML), 2024

  21. Gianni Franchi, Olivier Laurent, Maxence Leguéry, Andrei Bursuc, Andrea Pilzer, Angela Yao
    Computer Vision and Pattern Recognition, 2024

  22. Nicolas Dufour, Victor Besnier, Vicky Kalogeiton, David Picard
    Computer Vision and Pattern Recognition, 2024

  23. Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
    Computer Vision and Pattern Recognition, 2024

  24. Van Nguyen Nguyen, Thibault Groueix, Georgy Ponimatkin, Yinlin Hu, Renaud Marlet, Mathieu Salzmann, Vincent Lepetit
    Computer Vision and Pattern Recognition, 2024

  25. Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc, Antonin Vobecky, Patrick Pérez, Renaud Marlet
    CVPR Workshop on Autonomous Driving (WAD), 2024

  26. Loïck Chambon, Éloi Zablocki, Mickaël Chen, Florent Bartoccioni, Patrick Pérez, Matthieu Cord
    Computer Vision and Pattern Recognition, 2024

  27. Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet
    Computer Vision and Pattern Recognition, 2024

  28. Aimira Baitieva, David Hurych, Victor Besnier and Olivier Bernard
    Computer Vision and Pattern Recognition, 2024

  29. Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos, and Nikos Komodakis
    Computer Vision and Pattern Recognition, 2024

  30. Yihong Xu, Éloi Zablocki, Alexandre Boulch, Gilles Puy, Mickael Chen, Florent Bartoccioni, Nermin Samet, Oriane Siméoni, Spyros Gidaris, Tuan-Hung Vu, Andrei Bursuc, Eduardo Valle, Renaud Marlet, Matthieu Cord
    Winning solution to the "Unified Detection, Tracking and Forecasting" Argoverse 2 challenge @CVPR Worshop on Autonomous Driving (WAD), 2024

  31. Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski
    CVPR Workshop on Prompting in Vision, 2024

  32. Yihong Xu, Loïck Chambon, Éloi Zablocki, Mickaël Chen, Alexandre Alahi, Matthieu Cord, Patrick Pérez
    IEEE International Conference on Robotics and Automation (ICRA), 2024

  33. Corentin Sautier, Gilles Puy, Alexandre Boulch, Renaud Marlet, Vincent Lepetit
    International Conference on 3D Vision (3DV), 2024

  34. Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Nikos Komodakis, Matthieu Cord, Patrick Pérez
    Transactions on Machine Learning Research (TMLR), 2024

  35. Bjoern Michele, Alexandre Boulch, Gilles Puy, Tuan-Hung Vu, Renaud Marlet and Nicolas Courty
    International Conference on 3D Vision (3DV), 2024

  36. Corentin Sautier, Gilles Puy, Alexandre Boulch, Renaud Marlet, Vincent Lepetit
    arXiv, 2024

  37. Monika Wysoczańska, Michaël Ramamonjisoa, Tomasz Trzciński, Oriane Siméoni
    Winter Conference on Applications of Computer Vision (WACV), 2024

  38. Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi
    Winter Conference on Applications of Computer Vision (WACV), 2024
  39. Antonin Vobecky, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
    Advances in Neural Information Processing Systems (NeurIPS), 2023

  40. Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, and Gaël Richard
    Advances in Neural Information Processing Systems (NeurIPS), 2023

  41. Cédric Rommel, Eduardo Valle, Mickaël Chen, Souhaiel Khalfaoui, Renaud Marlet, Matthieu Cord, Patrick Pérez
    International Conference on Computer Vision (ICCV) Workshop, 2023

  42. Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
    International Conference on Computer Vision (ICCV), 2023

  43. Nermin Samet, Oriane Siméoni, Gilles Puy, Georgy Ponimatkin, Renaud Marlet, and Vincent Lepetit
    International Conference on Computer Vision (ICCV), 2023

  44. Gilles Puy, Alexandre Boulch, and Renaud Marlet
    International Conference on Computer Vision (ICCV), 2023

  45. Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Pérez, Rémi Gribonval
    Colloque Francophone de Traitement du Signal et des Images, 2023

  46. Alexandre Boulch, Corentin Sautier, Björn Michele, Gilles Puy, Renaud Marlet
    Computer Vision and Pattern Recognition, 2023

  47. Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonin Vobecky, Éloi Zablocki, Patrick Pérez
    Computer Vision and Pattern Recognition, 2023

  48. Mehdi Zemni, Mickaël Chen, Éloi Zablocki, Hédi Ben-Younes, Patrick Pérez, Matthieu Cord
    Computer Vision and Pattern Recognition, 2023

  49. Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, and Renaud Marlet
    Computer Vision and Pattern Recognition, 2023

  50. Léon Zheng, Elisa Riccietti, Rémi Gribonval
    SIAM Journal on Mathematics of Data Science, 2023

  51. Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, and Gianni Franchi
    International Conference on Learning Representations (ICLR), 2023

  52. Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Pérez, Rémi Gribonval
    International Conference on Learning Representations (ICLR), 2023

  53. Ivan Lopes , Tuan-Hung Vu and Raoul de Charette
    IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
  54. Florent Bartoccioni, Éloi Zablocki, Andrei Bursuc, Patrick Pérez, Matthieu Cord, Karteek Alahari
    Conference on Robot Learning, 2022

  55. Florent Bartoccioni, Éloi Zablocki, Patrick Pérez, Matthieu Cord, Karteek Alahari
    Computer Vision and Image Understanding (CVIU), 2022

  56. Loïck Chambon, Mickaël Chen, Tuan-Hung Vu, Alexandre Boulch, Andrei Bursuc, Matthieu Cord, Patrick Pérez
    NeurIPS Machine Learning for Autonomous Driving Workshop, 2022

  57. Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, and Nikos Komodakis
    European Conference on Computer Vision (ECCV), 2022

  58. Antonin Vobecky, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
    European Conference on Computer Vision (ECCV), 2022oral

  59. Soshi Shimada, Vladislav Golyanik, Zhi Li, Patrick Pérez, Weipeng Xu, Christian Theobalt
    European Conference on Computer Vision, 2022

  60. Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, and David Filliat
    European Conference on Computer Vision (ECCV), 2022

  61. Paul Jacob, Éloi Zablocki, Hédi Ben-Younes, Mickaël Chen, Patrick Pérez, Matthieu Cord
    European Conference on Computer Vision, 2022

  62. Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, and Jean Ponce
    European Conference on Computer Vision (ECCV), 2022

  63. Éloi Zablocki*, Hédi Ben-Younes*, Patrick Pérez, Matthieu Cord
    International Journal of Computer Vision, 2022

  64. Hédi Ben-Younes*, Éloi Zablocki*, Mickaël Chen, Patrick Pérez, Matthieu Cord
    Computer Vision and Pattern Recognition Workshop, 2022

  65. Himalaya Jain (*), Tuan-Hung Vu (*), Patrick Pérez and Matthieu Cord (* equal contrib.)
    Computer Vision and Pattern Recognition Workshop, 2022

  66. Laura Calem, Hedi Ben-Younes, Patrick Pérez, Nicolas Thome
    International Conference on Pattern Recognition, 2022

  67. Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez and Matthieu Cord
    Computer Vision and Pattern Recognition Workshop, 2022

  68. Alexandre Boulch and Renaud Marlet
    Computer Vision and Pattern Recognition, 2022

  69. Julien Rebut, Arthur Ouaknine, Waqas Malik, and Patrick Pérez
    Computer Vision and Pattern Recognition, 2022

  70. Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, and Renaud Marlet
    Computer Vision and Pattern Recognition, 2022

  71. Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, Renaud Marlet, Patrick Pérez, Mathieu Aubry
    Neurocomputing, 2022


  72. Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette, Émilie Wirbel, and Patrick Pérez
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022

  73. Hédi Ben-Younes*, Éloi Zablocki*, Patrick Pérez, Matthieu Cord
    Pattern Recognition (PR), 2022
  74. Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao
    British Machine Vision Conference (BMVC), 2021

  75. Maxime Bucher, Tuan-Hung Vu, Matthieu Cord, and Patrick Pérez
    Computer Vision and Image Understanding (CVIU), 2021

  76. Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez and Jean Ponce
    Advances in Neural Information Processing Systems (NeurIPS), 2021

  77. Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce
    British Machine Vision Conference (BMVC), 2021

  78. Bjoern Michele, Alexandre Boulch, Gilles Puy, Maxime Bucher, and Renaud Marlet
    International Conference on 3D Vision (3DV), 2021

  79. Alexandre Boulch, Pierre-Alain Langlois, Gilles Puy, and Renaud Marlet
    International Conference on 3D Vision (3DV), 2021

  80. Yang Xiao, Yuming Du, Renaud Marlet
    International Conference on 3D Vision (3DV), 2021oral

  81. Victor Besnier, Andrei Bursuc, Alexandre Briot, and David Picard
    International Conference on Computer Vision (ICCV), 2021

  82. Antoine Saporta, Tuan-Hung Vu, Matthieu Cord and Patrick Pérez
    International Conference on Computer Vision (ICCV), 2021

  83. Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin and Julien Rebut
    International Conference on Computer Vision (ICCV), 2021

  84. Anh-Quan Cao, Gilles Puy, Alexandre Boulch, and Renaud Marlet
    International Conference on Computer Vision (ICCV), 2021

  85. Julien Rebut, Andrei Bursuc, and Patrick Pérez
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021

  86. Charles Corbière, Nicolas Thome, Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, and Patrick Pérez
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

  87. Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
    Computer Vision and Pattern Recognition, 2021

  88. Guillaume Le Moing, Tuan-Hung Vu, Himalaya Jain, Patrick Pérez and Matthieu Cord
    Computer Vision and Pattern Recognition, 2021

  89. Antonín Vobecký, David Hurych, Michal Uřičář, Patrick Pérez, and Josef Šivic
    AAAI Conference on Artificial Intelligence (AAAI), 2021
  90. Pierre Godet, Alexandre Boulch, Aurelien Plyer and Guy Le Besnerais
    International Conference on Pattern Recognition (ICPR), 2020

  91. Arthur Ouaknine, Alasdair Newson, Julien Rebut, Florence Tupin and Patrick Pérez
    International Conference on Pattern Recognition (ICPR), 2020

  92. Alexandre Boulch, Gilles Puy, and Renaud Marlet
    Asian Conference on Computer Vision (ACCV), 2020

  93. Thibault Buhet, Emilie Wirbel, Andrei Bursuc and Xavier Perrotton
    Conference on Robot Learning (CoRL), 2020

  94. Isabelle Leang, Ganesh Sistu, Fabian Burger, Andrei Bursuc, and Senthil Yogamani
    IEEE International Conference on Intelligent Transportation Systems (ITSC), 2020

  95. Gilles Puy, Alexandre Boulch, and Renaud Marlet
    European Conference on Computer Vision (ECCV), 2020

  96. Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
    European Conference on Computer Vision (ECCV), 2020

  97. Huy V. Vo, Patrick Pérez and Jean Ponce
    European Conference on Computer Vision (ECCV), 2020

  98. Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, and Isabelle Bloch
    European Conference on Computer Vision (ECCV), 2020

  99. Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
    Computer Vision and Pattern Recognition, 2020

  100. Marin Toromanoff, Emilie Wirbel, and Fabien Moutarde
    Computer Vision and Pattern Recognition, 2020

  101. Antoine Saporta, Tuan-Hung Vu, Matthieu Cord and Patrick Pérez
    Computer Vision and Pattern Recognition Workshop on Scalability in Autonomous Driving, 2020

  102. Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette, Émilie Wirbel, and Patrick Pérez
    Computer Vision and Pattern Recognition, 2020

  103. Victor Besnier, Himalaya Jain, Andrei Bursuc, Matthieu Cord, and Patrick Pérez
    International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020

  104. Alexandre Boulch
    Computers & Graphics Journal, 2020

  105. Adithya Ranga, Filippo Giruzzi, Jagdish Bhanushali, Emilie Wirbel, Patrick Pérez, Tuan-Hung Vu, Xavier Perotton
    Electronic Imaging, 2020
  106. Charles Corbière, Nicolas Thome, Avner Bar-Hen, Matthieu Cord, and Patrick Pérez
    Neural Information Processing Systems (NeurIPS), 2019

  107. Maxime Bucher, Tuan-Hung Vu, Matthieu Cord, and Patrick Pérez
    Neural Information Processing Systems (NeurIPS), 2019


  108. Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
    International Conference on Computer Vision (ICCV), 2019

  109. Tuan-Hung Vu, Himalaya Jain, Maxime Bucher, Matthieu Cord, and Patrick Pérez
    International Conference on Computer Vision (ICCV), 2019

  110. Tuan-Hung Vu, Himalaya Jain, Maxime Bucher, Matthieu Cord, and Patrick Pérez
    Computer Vision and Pattern Recognition, 2019oral

  111. Huy V. Vo, Francis Bach, Minsu Cho, Kai Han, Yann Lecun, Patrick Pérez and Jean Ponce
    Computer Vision and Pattern Recognition, 2019