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Boris Babenko
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2020 – today
- 2024
- [i9]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 abs/2406.18563 (2024) - [i8]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 abs/2406.19578 (2024) - 2023
- [i7]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 abs/2306.00985 (2023) - 2022
- [i6]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 abs/2205.09723 (2022) - [i5]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 abs/2207.08998 (2022) - 2020
- [i4]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 abs/2008.04370 (2020) - [i3]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
Detecting hidden signs of diabetes in external eye photographs. CoRR abs/2011.11732 (2020)
2010 – 2019
- 2019
- [i2]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 abs/1904.05478 (2019) - 2017
- [i1]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 abs/1711.06323 (2017) - 2012
- [b1]Boris Babenko:
Training discriminative computer vision models with weak supervision. University of California, San Diego, USA, 2012 - 2011
- [j1]Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
Robust Object Tracking with Online Multiple Instance Learning. IEEE Trans. Pattern Anal. Mach. Intell. 33(8): 1619-1632 (2011) - [c11]Kai Wang, Boris Babenko, Serge J. Belongie
End-to-end scene text recognition. ICCV 2011: 1457-1464 - [c10]Boris Babenko, Nakul Verma, Piotr Dollár, Serge J. Belongie:
Multiple Instance Learning with Manifold Bags. ICML 2011: 81-88 - 2010
- [c9]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: 438-451 - [c8]Bikash Sabata, Boris Babenko, Robert Monroe, Chukka Srinivas:
Automated Analysis of PIN-4 Stained Prostate Needle Biopsies. Prostate Cancer Imaging 2010: 89-100
2000 – 2009
- 2009
- [c7]Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
Visual tracking with online Multiple Instance Learning. CVPR 2009: 983-990 - [c6]Boris Babenko, Steve Branson, Serge J. Belongie
Similarity metrics for categorization: From monolithic to category specific. ICCV 2009: 293-300 - [c5]Boris Babenko, Ming-Hsuan Yang, Serge J. Belongie
A family of online boosting algorithms. ICCV Workshops 2009: 1346-1353 - 2008
- [c4]Carolina Galleguillos, Boris Babenko, Andrew Rabinovich, Serge J. Belongie
Weakly Supervised Object Localization with Stable Segmentations. ECCV (1) 2008: 193-207 - [c3]Piotr Dollár, Boris Babenko, Serge J. Belongie
Multiple Component Learning for Object Detection. ECCV (2) 2008: 211-224 - 2007
- [c2]Boris Babenko, Piotr Dollár, Serge J. Belongie
Task Specific Local Region Matching. ICCV 2007: 1-8 - 2006
- [c1]Nadav Ben-Haim, Boris Babenko, Serge J. Belongie
ImprovingWeb-based Image Search via Content Based Clustering. CVPR Workshops 2006: 106
Coauthor Index
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