Boris Babenko

According to our database, Boris Babenko authored at least 20 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Using generative AI to investigate medical imagery models and datasets.

Oran Lang, Doron Yaya-Stupp, Ilana Traynis, Heather Cole-Lewis, Chloe R. Bennett, Courtney Lyles, Charles Lau, Christopher Semturs, Dale R. Webster, Gregory S. Corrado, Avinatan Hassidim, Yossi Matias, Yun Liu, Naama Hammel, Boris Babenko

CoRR, 2023

2022

Discovering novel systemic biomarkers in photos of the external eye.

Boris Babenko, Ilana Traynis, Christina Chen, Preeti Singh, Akib Uddin, Jorge Cuadros, Lauren P. Daskivich, April Y. Maa, Kim Ramasamy, Eugene Yu-Chuan Kang, Yossi Matias, Gregory S. Corrado, Lily Peng, Dale R. Webster, Christopher Semturs, Jonathan Krause, Avinash V. Varadarajan, Naama Hammel, Yun Liu

CoRR, 2022

Robust and Efficient Medical Imaging with Self-Supervision.

Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zachary Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Gregory S. Corrado, Dale R. Webster, David J. Fleet, Geoffrey E. Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan

CoRR, 2022

2020

Detecting hidden signs of diabetes in external eye photographs.

Boris Babenko, Akinori Mitani, Ilana Traynis, Naho Kitade, Preeti Singh, April Y. Maa, Jorge Cuadros, Greg Corrado, Lily Peng, Dale R. Webster, Avinash V. Varadarajan, Naama Hammel, Yun Liu

CoRR, 2020

Predicting Risk of Developing Diabetic Retinopathy using Deep Learning.

Ashish Bora, Siva Balasubramanian, Boris Babenko, Sunny Virmani, Subhashini Venugopalan, Akinori Mitani, Guilherme de Oliveira Marinho, Jorge Cuadros, Paisan Ruamviboonsuk, Gregory S. Corrado, Lily Peng, Dale R. Webster, Avinash V. Varadarajan, Naama Hammel, Yun Liu, Pinal Bavishi

CoRR, 2020

2019

Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning.

Boris Babenko, Siva Balasubramanian, Katy E. Blumer, Gregory S. Corrado, Lily Peng, Dale R. Webster, Naama Hammel, Avinash V. Varadarajan

CoRR, 2019

2017

Poverty Mapping Using Convolutional Neural Networks Trained on High and Medium Resolution Satellite Images, With an Application in Mexico.

Boris Babenko, Jonathan Hersh, David Newhouse, Anusha Ramakrishnan, Tom Swartz

CoRR, 2017

2012

Training discriminative computer vision models with weak supervision.

Boris Babenko

PhD thesis, 2012

2011

Robust Object Tracking with Online Multiple Instance Learning.

Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Multiple Instance Learning with Manifold Bags.

Boris Babenko, Nakul Verma, Piotr Dollár, Serge J. Belongie

Proceedings of the 28th International Conference on Machine Learning, 2011

End-to-end scene text recognition.

Kai Wang, Boris Babenko, Serge J. Belongie

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Automated Analysis of PIN-4 Stained Prostate Needle Biopsies.

Bikash Sabata, Boris Babenko, Robert Monroe, Chukka Srinivas

Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Visual Recognition with Humans in the Loop.

Steve Branson, Catherine Wah, Florian Schroff, Boris Babenko, Peter Welinder, Pietro Perona, Serge J. Belongie

Proceedings of the Computer Vision, 2010

2009

A family of online boosting algorithms.

Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Similarity metrics for categorization: From monolithic to category specific.

Boris Babenko, Steve Branson, Serge J. Belongie

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Visual tracking with online Multiple Instance Learning.

Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Weakly Supervised Object Localization with Stable Segmentations.

Carolina Galleguillos, Boris Babenko, Andrew Rabinovich, Serge J. Belongie

Proceedings of the Computer Vision, 2008

Multiple Component Learning for Object Detection.

Piotr Dollár, Boris Babenko, Serge J. Belongie, Pietro Perona, Zhuowen Tu

Proceedings of the Computer Vision, 2008

2007

Task Specific Local Region Matching.

Boris Babenko, Piotr Dollár, Serge J. Belongie

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006

ImprovingWeb-based Image Search via Content Based Clustering.

Nadav Ben-Haim, Boris Babenko, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006