About
Discord Stateoftheart AI
GitHub

Publications

238

Cited by

8406

Nebojsa Jojic

machine learningcomputer visioncomputational biologyimmunologynatural language processing
Microsoft

United States

Papers and Citations

1 - 50
The human splicing code reveals new insights into the genetic determinants of disease
2015
Nebojsa Jojic
Brendan Frey
Leo J. Lee
+14
Cited by 838
Document Image Analysis
1986
Nebojsa Jojic
Brendan Frey
Cited by 469
System and method for visually tracking occluded objects in real time
2004
Nebojsa Jojic
Matthew Turk
Cited by 448
Locus: Learning object classes with unsupervised segmentation
2005
John Winn
Nebojsa Jojic
Cited by 429
Learning flexible sprites in video layers
2001
Nebojsa Jojic
Brendan Frey
Cited by 309
Epitomic analysis of appearance and shape
2003
Brendan Frey
Nebojsa Jojic
Anitha Kannan
Cited by 299
A comparison of algorithms for inference and learning in probabilistic graphical models
2005
Brendan Frey
Nebojsa Jojic
Cited by 245
Detection and estimation of pointing gestures in dense disparity maps
2000
Nebojsa Jojic
Thomas S. Huang
B Meyers
+2
Cited by 217
Video epitomes
2008
Vincent Cheung
Nebojsa Jojic
Brendan Frey
Cited by 199
Consistent segmentation for optical flow estimation
2005
Sing Bing Kang
Nebojsa Jojic
C. Lawrence Zitnick
Cited by 194
Efficient ranking from pairwise comparisons
2013
Michael I. Jordan
Nebojsa Jojic
F Wauthier
Cited by 178
Transformation-invariant clustering using the EM algorithm
2003
Brendan Frey
Nebojsa Jojic
Cited by 177
A graphical model for audiovisual object tracking
2003
Nebojsa Jojic
Matthew J. Beal
Hagai Attias
Cited by 158
System and method for video browsing using a cluster index
2009
Sumit Basu
Nebojsa Jojic
Cited by 149
User interface for adaptive video fast forward
2006
N Petrovic
Nebojsa Jojic
Cited by 147
Tools for health and wellness
2010
RJ Hinrichs
CJ Mundie
David Heckerman
+1
Cited by 140
Extensive HLA class I allele promiscuity among viral CTL epitopes
2007
David Heckerman
Karina Yusim
Nebojsa Jojic
+26
Cited by 129
Tracking self-occluding articulated objects in dense disparity maps
1999
Thomas S. Huang
Nebojsa Jojic
Matthew Turk
Cited by 129
Click passwords
2007
P Roberts
Darko Kirovski
Nebojsa Jojic
Cited by 129
Stel component analysis: Modeling spatial correlations in image class structure
2009
Nebojsa Jojic
Marco Cristani
Alessandro Perina
+2
Cited by 121
Coping with viral diversity in HIV vaccine design
2007
Wenjie Deng
Mark Seligman
Mark A Jensen
+6
Cited by 115
Structural polymorphism and diversifying selection on the pregnancy malaria vaccine candidate VAR2CSA
2007
Fangli Lu
Joel H Janes
Joseph Bockhorst
+7
Cited by 111
Estimating mixture models of images and inferring spatial transformations using the EM algorithm
1999
Nebojsa Jojic
Brendan Frey
Cited by 110
Transformed component analysis: Joint estimation of spatial transformations and image components
1999
Nebojsa Jojic
Brendan Frey
Cited by 103
Learning MHC I—peptide binding
2006
Carl Kadie
Nebojsa Jojic
David Heckerman
+2
Cited by 101
Adaptive video fast forward
2005
Nebojsa Jojic
Thomas S. Huang
N Petrovic
Cited by 96
Q-clustering
2006
Nebojsa Jojic
Jeffrey A. Bilmes
M Narasimhan
Cited by 82
Large-scale information collection and mining
2008
RJ Hinrichs
CJ Mundie
Nebojsa Jojic
+1
Cited by 81
Audio-video sensor fusion with probabilistic graphical models
2002
Nebojsa Jojic
Matthew J. Beal
Hagai Attias
Cited by 78
Deep learning of the regulatory grammar of yeast 5′ untranslated regions from 500,000 random sequences
2017
Stanley Fields
Georg Seelig
Anna Kuchina
+4
Cited by 70
Interactive montages of sprites for indexing and summarizing video
2011
Chris Pal
Nebojsa Jojic
Cited by 69
System and method for automatically learning flexible sprites in video layers
2006
Nebojsa Jojic
Brendan Frey
Cited by 69
System and method for automatically generating video cliplets from digital video
2012
J Vermaak
Kentaro Toyama
Nebojsa Jojic
Cited by 69
Multiband audio modeling for single-channel acoustic source separation
2004
MJ Reyes-Gomez
Nebojsa Jojic
Daniel P W Ellis
Cited by 67
Mapping the landscape of host-pathogen coevolution: HLA class I binding and its relationship with evolutionary conservation in human and viral proteins
2011
Ian James
David Nolan
Gonzalo Riadi
+7
Cited by 65
Constructing treatment portfolios using affinity propagation
2008
D Dueck
R Hegele
G Musso
+5
Cited by 64
Transformed hidden markov models: Estimating mixture models of images and inferring spatial transformations in video sequences
2000
Brendan Frey
Nebojsa Jojic
Thomas S. Huang
+1
Cited by 63
Active spectral clustering via iterative uncertainty reduction
2012
Nebojsa Jojic
Michael I. Jordan
FL Wauthier
Cited by 60
Machine learning competition in immunology-prediction of HLA class I molecules
2011
Xihao Hu
Tomer Hertz
O Lund
+7
Cited by 58
Steering output style and topic in neural response generation
2017
Chris Brockett
Di Wang
Eric Nyberg
+1
Cited by 56
Probability models for high dynamic range imaging
2004
Nebojsa Jojic
Richard Szeliski
Chris Pal
+1
Cited by 52
Program verification as probabilistic inference
2007
Nebojsa Jojic
Sumit Gulwani
Cited by 51
System and method for adaptive video fast forward using scene generative models
2006
N Petrovic
Nebojsa Jojic
Cited by 51
Learning graphical models of images, videos and their spatial transformations
2013
Nebojsa Jojic
Brendan Frey
Cited by 45
A hybrid generative/discriminative classification framework based on free-energy terms
2009
Umberto Castellani
Marco Cristani
Alessandro Perina
+2
Cited by 45
Speaker detection and tracking using audiovisual data
2005
Hagai Attias
Nebojsa Jojic
Matthew J. Beal
Cited by 45
Capturing image structure with probabilistic index maps
2004
Y Caspi
Nebojsa Jojic
Cited by 43
HLA targeting efficiency correlates with human T-cell response magnitude and with mortality from influenza A infection
2013
Elizabeth Phillips
Simon Mallal
Miguela A Caniza
+9
Cited by 43
Fast, large-scale transformation-invariant clustering
2002
Brendan Frey
Nebojsa Jojic
Cited by 41
Efficient approximations for learning phylogenetic HMM models from data
2004
D Haussler
D Geiger
Christopher Meek
+4
Cited by 39