publications

2025

1. 

   Human Mesh Modeling for Anny Body

   Romain Brégier, Guénolé Fiche, Laura Bravo-Sánchez, and 1 more author

   Arxiv, 2025

   Bib PDF Code Website

   @article{bregier2025anny,
     title = {Human Mesh Modeling for Anny Body},
     author = {Br{\'e}gier, Romain and Fiche, Gu{\'e}nol{\'e} and Bravo-S{\'a}nchez, Laura and others},
     journal = {Arxiv},
     year = {2025},
     pdf = {https://arxiv.org/abs/2511.03589},
     website = {https://europe.naverlabs.com/blog/anny-a-free-to-use-3d-human-parametric-model-for-all-ages/},
   }

2. 

   MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research

   James Burgess^*, J.H Nirschl^*, Laura Bravo-Sánchez^*, and 1 more author

   CVPR, 2025

   Bib PDF Code Website

   @article{burgess2025microvqa,
     title = {MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research},
     author = {Burgess, James and Nirschl, J.H and Bravo-S{\'a}nchez, Laura and others},
     journal = {CVPR},
     year = {2025},
     pdf = {https://jmhb0.github.io/microvqa/},
     website = {https://jmhb0.github.io/microvqa/},
   }

3. 

   Artificial intelligence–powered 3D analysis of video-based caregiver-child interactions

   Zhenzhen Weng, Laura Bravo-Sánchez, Zeyu Wang, and 9 more authors

   Science Advances, 2025

   Bib PDF Code

   @article{weng2025harmoni,
     author = {Weng, Zhenzhen and Bravo-S\'anchez, Laura and Wang, Zeyu and Howard, Christopher and Xenochristou, Maria and Meister, Nicole and Kanazawa, Angjoo and Milstein, Arnold and Bergelson, Elika and Humphreys, Kathryn L. and Sanders, Lee M. and Yeung-Levy, Serena},
     title = {Artificial intelligence–powered 3D analysis of video-based caregiver-child interactions},
     journal = {Science Advances},
     year = {2025},
     pdf = {https://www.science.org/doi/abs/10.1126/sciadv.adp4422},
   }

2024

1. 

   Ask, Pose, Unite: Scaling Data Acquisition for Close Interactions with Vision Language Models

   Laura Bravo-Sánchez, Jaewoo Heo, Zhenzhen Weng, and 2 more authors

   Synthetic Data for Computer Vision Workshop(CVPR2025), 2024

   Bib PDF Code Website

   @article{bravo2024ask,
     title = {Ask, Pose, Unite: Scaling Data Acquisition for Close Interactions with Vision Language Models},
     author = {Bravo-S{\'a}nchez, Laura and Heo, Jaewoo and Weng, Zhenzhen and Wang, Kuan-Chieh and Yeung-Levy, Serena},
     journal = {Synthetic Data for Computer Vision Workshop(CVPR2025)},
     year = {2024},
     pdf = {https://arxiv.org/abs/2410.00309},
     website = {https://laubravo.github.io/apu_website/},
   }

2. 

   Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains

   Zhenzhen Weng, Laura Bravo-Sánchez, and Serena Yeung-Levy

   In 2024 International Conference on 3D Vision (3DV), 2024

   Bib PDF Code Website

   @inproceedings{weng2024diffusion,
     title = {Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains},
     author = {Weng, Zhenzhen and Bravo-S{\'a}nchez, Laura and Yeung-Levy, Serena},
     booktitle = {2024 International Conference on 3D Vision (3DV)},
     pages = {257--267},
     year = {2024},
     organization = {IEEE},
     website = {https://zzweng.github.io/projects/diffusion_hpc.html},
     pdf = {https://arxiv.org/pdf/2303.09541},
   }

2022

1. 

   Smart pooling: AI-powered COVID-19 informative group testing

   Marı́a Escobar, Guillaume Jeanneret, Laura Bravo-Sánchez, and 8 more authors

   Scientific Reports, 2022

   Bib PDF Code

   @article{escobar2022smart,
     title = {Smart pooling: AI-powered COVID-19 informative group testing},
     author = {Escobar, Mar{\'\i}a and Jeanneret, Guillaume and Bravo-S{\'a}nchez, Laura and Castillo, Angela and G{\'o}mez, Catalina and Valderrama, Diego and Roa, Mafe and Mart{\'\i}nez, Juli{\'a}n and Madrid-Wolff, Jorge and Cepeda, Martha and others},
     journal = {Scientific Reports},
     volume = {12},
     number = {1},
     pages = {6519},
     year = {2022},
     publisher = {Nature Publishing Group UK London},
     pdf = {https://www.nature.com/articles/s41598-022-10128-9},
   }

2. 

   Surgical instrument grounding for robot-assisted interventions

   Laura Bravo-Sánchez* Cristina González^*, and Pablo Arbeláez

   Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2022

   Bib PDF

   @article{doi:10.1080/21681163.2021.2002725,
     author = {Cristina Gonz\'alez, Laura Bravo-S\'anchez and Arbel\'aez, Pablo},
     title = {Surgical instrument grounding for robot-assisted interventions},
     journal = {Computer Methods in Biomechanics and Biomedical Engineering: Imaging \& Visualization},
     volume = {10},
     number = {3},
     pages = {299--307},
     year = {2022},
     publisher = {Taylor \& Francis},
     doi = {10.1080/21681163.2021.2002725},
     pdf = {https://www.tandfonline.com/doi/abs/10.1080/21681163.2021.2002725},
   }

2021

1. 

   Micro-surgical anastomose workflow recognition challenge report

   Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, and 8 more authors

   Computer Methods and Programs in Biomedicine, 2021

   Bib

   @article{huaulme2021micro,
     title = {Micro-surgical anastomose workflow recognition challenge report},
     author = {Huaulm{\'e}, Arnaud and Sarikaya, Duygu and Le Mut, K{\'e}vin and Despinoy, Fabien and Long, Yonghao and Dou, Qi and Chng, Chin-Boon and Lin, Wenjun and Kondo, Satoshi and Bravo-S{\'a}nchez, Laura and others},
     journal = {Computer Methods and Programs in Biomedicine},
     volume = {212},
     pages = {106452},
     year = {2021},
     publisher = {Elsevier},
   }

2. 

   Comparative validation of multi-instance instrument segmentation in endoscopy: results of the ROBUST-MIS 2019 challenge

   Tobias Roß, Annika Reinke, Peter M Full, and 8 more authors

   Medical image analysis, 2021

   Bib

   @article{ross2021comparative,
     title = {Comparative validation of multi-instance instrument segmentation in endoscopy: results of the ROBUST-MIS 2019 challenge},
     author = {Ro{\ss}, Tobias and Reinke, Annika and Full, Peter M and Wagner, Martin and Kenngott, Hannes and Apitz, Martin and Hempe, Hellena and Mindroc-Filimon, Diana and Scholz, Patrick and Tran, Thuy Nuong and others},
     journal = {Medical image analysis},
     volume = {70},
     pages = {101920},
     year = {2021},
     publisher = {Elsevier},
   }

2020

1. 

   ISINet: an instance-based approach for surgical instrument segmentation

   Cristina González^*, Laura Bravo-Sánchez^*, and Pablo Arbelaez

   In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2020

   Bib PDF Code

   @inproceedings{gonzalez2020isinet,
     title = {ISINet: an instance-based approach for surgical instrument segmentation},
     author = {Gonz{\'a}lez, Cristina and Bravo-S{\'a}nchez, Laura and Arbelaez, Pablo},
     booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention},
     pages = {595--605},
     year = {2020},
     organization = {Springer},
     pdf = {https://arxiv.org/pdf/2007.05533},
   }

2019

1. 

   Finding Four-Leaf Clovers: A Benchmark for Fine-Grained Object Localization

   L. Bravo, A. Pardo, G. Perez and P. Arbelaez

   The Sixth Workshop on Fine-Grained Visual Categorization (FGVC6), CVPR 2019., 2019

   Bib PDF Poster Website

   @article{BPPA_FGVC6,
     author = {{L. Bravo, A. Pardo, G. Perez and P. Arbelaez}},
     title = {{Finding Four-Leaf Clovers: A Benchmark for Fine-Grained Object Localization}},
     journal = {{The Sixth Workshop on Fine-Grained Visual Categorization (FGVC6), CVPR 2019.}},
     year = {2019},
     website = {https://www.gperezs.com/projects/flc.html},
     pdf = {https://drive.google.com/file/d/1RNsGo9rMAqz5Qc38fISueCR7VHoSEM4h/view},
     dataset = {https://drive.google.com/file/d/1fq6ZeVg2-CjRtKgcBcnKy9jLfUIabfe8/view?usp=sharing},
   }