CONFERENCE & WORKSHOP PAPERS

Similarity Metrics for Categorization: from Monolithic to Category Specific Boris Babenko, Steve Branson, Serge Belongie to appear in ICCV 2009, Kyoto, Japan [pdf] [bibtex] [slides]
A Family of Online Boosting Algorithms Boris Babenko, Ming-Hsuan Yang, Serge Belongie Online Learning for Computer Vision (OLCV) 2009, Kyoto, Japan. [pdf] [bibtex]
Visual Tracking with Online Multiple Instance Learning Boris Babenko, Ming-Hsuan Yang, Serge Belongie CVPR 2009, Miami, Florida. [pdf] [bibtex] [slides]
Multiple Component Learning for Object Detection Piotr Dollár, Boris Babenko, Serge Belongie, Pietro Perona, Zhuowen Tu ECCV 2008, Marseille, France. [pdf] [bibtex] [poster]
Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning Boris Babenko, Piotr Dollár, Zhuowen Tu, Serge Belongie Faces in Real-Life Images, Marseille, France. * Earlier version appeared as Technical Report CS2008, UCSD (2008) [pdf] [bibtex] [video] [poster]
Weakly Supervised Object Recognition and Localization with Stable Segmentations Carolina Galleguillos, Boris Babenko, Andrew Rabinovich, Serge Belongie ECCV 2008, Marseille, France. [pdf] [bibtex]
Task Specific Local Region Matching Boris Babenko, Piotr Dollár, and Serge Belongie ICCV 2007, Rio de Janeiro, Brazil. [pdf] [bibtex] [video]
Improving Web-based Image Search via Content Based Clustering Nadav Ben-Haim, Boris Babenko and Serge Belongie CVPR Workshop, SLAM 2006, New York City. [pdf] [bibtex]

TECHNICAL REPORTS, ETC

Multiple Instance Learning with Query Bags

Boris Babenko, Piotr Dollar, Serge Belongie

UCSD CSE Tech Report CS2009-0949, September 2009

Learning with Ambiguity in Computer Vision

Boris Babenko

Google Tech Talk, September 16, 2009

[slides][video (coming soon)]

Multiple Instance Learning: Algorithms and Applications

Boris Babenko

Research Exam, 2008, UCSD Computer Science and Engineering Department

Copyright Boris Babenko 2008