Boris Babenko, PhD

Publications in Peer-Reviewed Venues


"Multiple Instance Learning with Manifold Bags"

Boris Babenko, Nakul Verma, Piotr Dollar, Serge Belongie
ICML 2011, Bellevue, Washington
[pdf (full version)] [poster] [slides] [bibtex]

"End-to-end Scene Text Recognition"

Kai Wang, Boris Babenko, Serge Belongie
ICCV 2011, Barcelona, Spain
[pdf] [project page] [bibtex]

"Robust Object Tracking with Online Multiple Instance Learning"

Boris Babenko, Ming-Hsuan Yang, Serge Belongie
IEEE TPAMI, August 2011
[pdf] [project page] [bibtex]

"Visual Recognition with Humans in the Loop"

Steve Branson, Catherine Wah, Florian Schroff, Boris Babenko, Peter Welinder, Pietro Perona and Serge Belongie
(Oral), ECCV 2010, Heraklion, Crete, Greece
[pdf] [project page] [bibtex]

"Automated Analysis of PIN-4 Stained Prostate Needle Biopsies"

Bikash Sabata, Boris Babenko, Robert Monroe, Chukka Srinivas
Prostate Cancer Imaging Workshop, in conjunction with MICCAI, September 2010
[pdf] [bibtex]

"Similarity Metrics for Categorization: from Monolithic to Category Specific"

Boris Babenko, Steve Branson, Serge Belongie
(Oral), ICCV 2009, Kyoto, Japan
[pdf] [slides] [bibtex]

" Visual Tracking with Online Multiple Instance Learning"

Boris Babenko, Ming-Hsuan Yang, Serge Belongie
(Oral), CVPR 2009, Miami, Florida, Kyoto, Japan
[pdf] [slides] [project page] [errata] [bibtex]

"A Family of Online Boosting Algorithms"

Boris Babenko, Ming-Hsuan Yang, Serge Belongie
Online Learning for Computer Vision (OLCV) 2009, Kyoto, Japan
[pdf] [slides] [bibtex]

"Multiple Component Learning for Object Detection"

Piotr Dollár, Boris Babenko, Serge Belongie, Pietro Perona, Zhuowen Tu
ECCV 2008, Marseille, France
[pdf] [poster] [bibtex]

"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] [video] [poster] [bibtex]

"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] [video] [bibtex]

"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]



"Training Discriminative Computer Vision Models with Weak Supervision"

Boris Babenko
PhD Dissertation, University of California, San Diego