Boris Babenko

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 9

Top Venues

CoRR

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

Chloe R. Bennett, Heather Cole-Lewis, Stephanie Farquhar, Naama Haamel, Boris Babenko, Oran Lang, Mat Fleck, Ilana Traynis, Charles Lau, Ivor Horn, Courtney Lyles
Interdisciplinary Expertise to Advance Equitable Explainable AI. CoRR (2024)
Faruk Ahmed, Andrew Sellergren, Lin Yang, Shawn Xu, Boris Babenko, Abbi Ward, Niels Olson, Arash Mohtashamian, Yossi Matias, Greg Corrado, Quang Duong, Dale R. Webster, Shravya Shetty, Daniel Golden, Yun Liu, David F. Steiner, Ellery Wulczyn
PathAlign: A vision-language model for whole slide images in histopathology. CoRR (2024)
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
Using generative AI to investigate medical imagery models and datasets. CoRR (2023)
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
Robust and Efficient Medical Imaging with Self-Supervision. CoRR (2022)
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
Discovering novel systemic biomarkers in photos of the external eye. CoRR (2022)
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
Predicting Risk of Developing Diabetic Retinopathy using Deep Learning. CoRR (2020)
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
Detecting hidden signs of diabetes in external eye photographs. CoRR (2020)
Boris Babenko, Siva Balasubramanian, Katy E. Blumer, Gregory S. Corrado, Lily Peng, Dale R. Webster, Naama Hammel, Avinash V. Varadarajan
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning. CoRR (2019)
Boris Babenko, Jonathan Hersh, David Newhouse, Anusha Ramakrishnan, Tom Swartz
Poverty Mapping Using Convolutional Neural Networks Trained on High and Medium Resolution Satellite Images, With an Application in Mexico. CoRR (2017)
Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
Robust Object Tracking with Online Multiple Instance Learning. IEEE Trans. Pattern Anal. Mach. Intell. 33 (8) (2011)
Boris Babenko, Nakul Verma, Piotr Dollár, Serge J. Belongie
Multiple Instance Learning with Manifold Bags. ICML (2011)
Kai Wang, Boris Babenko, Serge J. Belongie
End-to-end scene text recognition. ICCV (2011)
Bikash Sabata, Boris Babenko, Robert Monroe, Chukka Srinivas
Automated Analysis of PIN-4 Stained Prostate Needle Biopsies. Prostate Cancer Imaging (2010)
Steve Branson, Catherine Wah, Florian Schroff, Boris Babenko, Peter Welinder, Pietro Perona, Serge J. Belongie
Visual Recognition with Humans in the Loop. ECCV (4) (2010)
Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
Visual tracking with online Multiple Instance Learning. CVPR (2009)
Boris Babenko, Steve Branson, Serge J. Belongie
Similarity metrics for categorization: From monolithic to category specific. ICCV (2009)
Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
A family of online boosting algorithms. ICCV Workshops (2009)
Carolina Galleguillos, Boris Babenko, Andrew Rabinovich, Serge J. Belongie
Weakly Supervised Object Localization with Stable Segmentations. ECCV (1) (2008)
Piotr Dollár, Boris Babenko, Serge J. Belongie, Pietro Perona, Zhuowen Tu
Multiple Component Learning for Object Detection. ECCV (2) (2008)
Boris Babenko, Piotr Dollár, Serge J. Belongie
Task Specific Local Region Matching. ICCV (2007)
Nadav Ben-Haim, Boris Babenko, Serge J. Belongie
ImprovingWeb-based Image Search via Content Based Clustering. CVPR Workshops (2006)

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Publication Activity (10 Years)

Top Topics

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Boris Babenko