Boris Babenko

According to our database1, Boris Babenko authored at least 22 papers between 2006 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
PathAlign: A vision-language model for whole slide images in histopathology.
CoRR, 2024

Interdisciplinary Expertise to Advance Equitable Explainable AI.
CoRR, 2024

2023
Using generative AI to investigate medical imagery models and datasets.
CoRR, 2023

2022
Discovering novel systemic biomarkers in photos of the external eye.
CoRR, 2022

Robust and Efficient Medical Imaging with Self-Supervision.
CoRR, 2022

2020
Detecting hidden signs of diabetes in external eye photographs.
CoRR, 2020

Predicting Risk of Developing Diabetic Retinopathy using Deep Learning.
CoRR, 2020

2019
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning.
CoRR, 2019

2017
Poverty Mapping Using Convolutional Neural Networks Trained on High and Medium Resolution Satellite Images, With an Application in Mexico.
CoRR, 2017

2012
Training discriminative computer vision models with weak supervision.
PhD thesis, 2012

2011
Robust Object Tracking with Online Multiple Instance Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Multiple Instance Learning with Manifold Bags.
Proceedings of the 28th International Conference on Machine Learning, 2011

End-to-end scene text recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Automated Analysis of PIN-4 Stained Prostate Needle Biopsies.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Visual Recognition with Humans in the Loop.
Proceedings of the Computer Vision, 2010

2009
A family of online boosting algorithms.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Similarity metrics for categorization: From monolithic to category specific.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Visual tracking with online Multiple Instance Learning.
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.
Proceedings of the Computer Vision, 2008

Multiple Component Learning for Object Detection.
Proceedings of the Computer Vision, 2008

2007
Task Specific Local Region Matching.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
ImprovingWeb-based Image Search via Content Based Clustering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006


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