ImprovingWeb-based Image Search via Content Based Clustering. - Nadav Ben-Haim; Boris Babenko; Serge J. Belongie (CVPR Workshops, 2006)

Task Specific Local Region Matching. - Boris Babenko; Piotr Dollár; Serge J. Belongie (ICCV, 2007)

Multiple Component Learning for Object Detection. - Piotr Dollár; Boris Babenko; Serge J. Belongie; Pietro Perona; Zhuowen Tu (ECCV (2), 2008)

Weakly Supervised Object Localization with Stable Segmentations. - Carolina Galleguillos; Boris Babenko; Andrew Rabinovich; Serge J. Belongie (ECCV (1), 2008)

Visual tracking with online Multiple Instance Learning. - Boris Babenko; Ming-Hsuan Yang 001; Serge J. Belongie (CVPR, 2009)

Similarity metrics for categorization: From monolithic to category specific. - Boris Babenko; Steve Branson; Serge J. Belongie (ICCV, 2009)

A family of online boosting algorithms. - Boris Babenko; Ming-Hsuan Yang 001; Serge J. Belongie (ICCV Workshops, 2009)

Visual Recognition with Humans in the Loop. - Steve Branson; Catherine Wah; Florian Schroff; Boris Babenko; Peter Welinder; Pietro Perona; Serge J. Belongie (ECCV (4), 2010)

Automated Analysis of PIN-4 Stained Prostate Needle Biopsies. - Bikash Sabata; Boris Babenko; Robert Monroe; Chukka Srinivas (Prostate Cancer Imaging, 2010)

End-to-end scene text recognition. - Kai Wang 059; Boris Babenko; Serge J. Belongie (ICCV, 2011)

Multiple Instance Learning with Manifold Bags. - Boris Babenko; Nakul Verma; Piotr Dollár; Serge J. Belongie (ICML, 2011)

Robust Object Tracking with Online Multiple Instance Learning. - Boris Babenko; Ming-Hsuan Yang 001; Serge J. Belongie (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Training discriminative computer vision models with weak supervision. - Boris Babenko (2012)

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)

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)

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; et al. (CoRR, 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; et al. (CoRR, 2020)

Robust and Efficient Medical Imaging with Self-Supervision. - Shekoofeh Azizi; Laura Culp; Jan Freyberg; Basil Mustafa; Sebastien Baur; Simon Kornblith; Ting Chen 007; Patricia MacWilliams; S. Sara Mahdavi; Ellery Wulczyn; Boris Babenko; Megan Wilson; et al. (CoRR, 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; et al. (CoRR, 2022)

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; et al. (CoRR, 2023)

PathAlign: A vision-language model for whole slide images in histopathology. - Faruk Ahmed; Andrew Sellergren; Lin Yang; Shawn Xu; Boris Babenko; Abbi Ward; Niels Olson; Arash Mohtashamian; Yossi Matias; Gregory S. Corrado; Quang Duong 004; Dale R. Webster; et al. (COMPAY@MICCAI, 2024)

Interdisciplinary Expertise to Advance Equitable Explainable AI. - Chloe R. Bennett; Heather Cole-Lewis; Stephanie Farquhar; Naama Haamel; Boris Babenko; Oran Lang; Mat Fleck; Ilana Traynis; Charles Lau; Ivor Horn; Courtney Lyles (CoRR, 2024)