Publications

2026

1. CVPR

   Improving Controllable Generation: Faster Training and Better Performance via x_0-Supervision

   Amadou S. Sangare, Adrien Maglo, Mohamed Chaouch, and 1 more author

   2026

   arXiv Bib

   @misc{sangare2026improvingcontrollablegenerationfaster,
     title = {Improving Controllable Generation: Faster Training and Better Performance via $x_0$-Supervision},
     author = {Sangare, Amadou S. and Maglo, Adrien and Chaouch, Mohamed and Luvison, Bertrand},
     year = {2026},
     eprint = {2604.05761},
     archiveprefix = {arXiv},
     primaryclass = {cs.CV},
   }

2025

1. TMLR

   A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning

   Amadou S. Sangare, Nicolas Dunou, Jhony H. Giraldo, and 1 more author

   Transactions on Machine Learning Research, 2025

   arXiv Bib HTML

   @article{sangare2025fossil,
     title = {A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning},
     author = {Sangare, Amadou S. and Dunou, Nicolas and Giraldo, Jhony H. and Malliaros, Fragkiskos D.},
     journal = {Transactions on Machine Learning Research},
     issn = {2835-8856},
     year = {2025},
     url = {https://openreview.net/forum?id=J7cY9Jr9WM},
   }

2. CVPRW

   Towards fine-grained spatial control for soccer game image generation

   Amadou S. Sangare, Adrien Maglo, Baptiste Engel, and 1 more author

   In Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops, Jun 2025

   Bib HTML

   @inproceedings{sangare2025soccergen,
     author = {Sangare, Amadou S. and Maglo, Adrien and Engel, Baptiste and Chaouch, Mohamed},
     title = {Towards fine-grained spatial control for soccer game image generation},
     booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops},
     month = jun,
     year = {2025},
     pages = {5957-5966},
     url = {https://openaccess.thecvf.com/content/CVPR2025W/CVSPORTS/papers/Sangare_Towards_fine-grained_spatial_control_for_soccer_game_image_generation_CVPRW_2025_paper.pdf},
   }