publications

@article{babenko2022,
title = {A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study},
journal = {Lancet Digital Health},
year = {2023},
author = {Boris Babenko and Ilana Traynis and Christina Chen and Preeti Singh and Akib Uddin and Jorge Cuadros and Lauren P Daskivich and April Y Maa and Ramasamy Kim and Eugene Yu-Chuan Kang and Yossi Matias and Greg S Corrado and Lily Peng and Dale R Webster and Christopher Semturs and Jonathan Krause and Avinash V Varadarajan and Naama Hammel and Yun Liu},
}

@article{babenko2022,
title = {Detection of signs of disease in external photographs of the eyes via deep learning},
journal = {Nature Biomedical Engineering},
year = {2022},
author = {Boris Babenko and Akinori Mitani and Ilana Traynis and Naho Kitade and Preeti Singh and April Y. Maa and Jorge Cuadros and Greg S. Corrado and Lily Peng and Dale R. Webster and Avinash Varadarajan and Naama Hammel and Yun Liu},
}

@article{bora2021,
title = {Predicting the risk of developing diabetic retinopathy using deep learning},
journal = {The Lancet Digital Health},
year = {2021},
author = {Ashish Bora and Siva Balasubramanian and Boris Babenko and Sunny Virmani and Subhashini Venugopalan and Akinori Mitani and Guilherme {de Oliveira Marinho} and Jorge Cuadros and Paisan Ruamviboonsuk and Greg S Corrado and Lily Peng and Dale R Webster and Avinash V Varadarajan and Naama Hammel and Yun Liu and Pinal Bavishi},
}

@misc{babenko2019,
Author = {Boris Babenko and Siva Balasubramanian and Katy E. Blumer and Greg S. Corrado and Lily Peng and Dale R. Webster and Naama Hammel and Avinash V. Varadarajan},
Title = {Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning},
Year = {2019},
Eprint = {arXiv:1904.05478},
}

@inproceedings {babenko11,
  title = {Multiple Instance Learning with Manifold Bags},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2011},
  address = {Bellevue, WA},
  author = {Boris Babenko and Nakul Varma and Piotr Doll\'ar and Serge Belongie}
}

@inproceedings {wang11,
  title = {End-to-end Scene Text Recognition},
  booktitle = {International Conference on Computer Vision (ICCV)},
  year = {2011},
  address = {Barcelona, Spain},
  author = {Kai Wang and Boris Babenko and Serge Belongie}
}

@inproceedings {babenko11,
title = {Robust Object Tracking with Online Multiple Instance Learning},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
year = {2011},
author = {Boris Babenko and Ming-Hsuan Yang Serge Belongie}
}

@inproceedings {branson10,
  title = {Visual Recognition with Humans in the Loop},
  booktitle = {European Conference on Computer Vision (ECCV)},
  year = {2010},
  month = {Sept.},
  address = {Heraklion, Crete},
  URL = {http://www.vision.caltech.edu/visipedia},
  author = {Steve Branson and Catherine Wah and Boris Babenko and Florian Schroff and Peter Welinder and Pietro Perona and Serge Belongie}
}

@inproceedings {sabata10,
  title = {Automated Analysis of PIN-4 Stained Prostate Needle Biopsies},
  booktitle = {Prostate Cancer Imaging Workshop, in conjunction with MICCAI},
  year = {2010},
  author = {Bikash Sabata and Boris Babenko and Robert Monroe and Chukka Srinivas}
}

@inproceedings{babenko_iccv09,
  title=,
  author={Boris Babenko and Steve Branson and Serge Belongie,
  booktitle={ICCV},
  year={2009},
}

@inproceedings{babenko_cvpr09,
  title=,
  author={B. Babenko and Ming-Hsuan Yang and S. Belongie},
  booktitle={CVPR},
  year={2009},
}

@inproceedings{dollar08,
  title=,
  author={Piotr Doll\'ar and Boris Babenko and Serge Belongie and Pietro Perona and Zhuowen Tu
  booktitle={ECCV},
  year={2008},
}

@inproceedings {babenko11,
  title = {Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning},
  booktitle = {ECCV},
  year = {2008},
  author = {Boris Babenko and Piotr Doll\'ar and Zhuowen Tu and Serge Belongie}
}

@inproceedings {galleguillos08,
  title = {Weakly Supervised Object Recognition and Localization with Stable Segmentations},
  booktitle = {ECCV},
  year = {2008},
  author = {Carolina Galleguillos and Boris Babenko and Andrew Rabinovich and Serge Belongie}
}

@inproceedings{babenko_iccv07,
  title=,
  author={B. Babenko and P. Doll\'ar and S. Belongie},
  booktitle={ICCV},
  year={2007},
}

@article{benhaim2006iwb,
  title=,
  author={Ben-Haim, N. and Babenko, B. and Belongie, S.},
  journal={Proceedings of the 2006 Conference on Computer Vision and Pattern Recognition Workshop},
  year={2006},
  publisher={IEEE Computer Society Washington, DC, USA}
}