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Nebojsa Jojic
- > Home > Persons > Nebojsa Jojic
Publications
- 2013
- [i6]Brendan J. Frey, Nebojsa Jojic:
Learning Graphical Models of Images, Videos and Their Spatial Transformations. CoRR abs/1301.3854 (2013) - 2012
- [j14]Boyko Kakaradov, Hui Yuan Xiong, Leo J. Lee, Nebojsa Jojic, Brendan J. Frey:
Challenges in estimating percent inclusion of alternatively spliced junctions from RNA-seq data. BMC Bioinform. 13(S-6): S11 (2012) - 2009
- [c61]Nebojsa Jojic, Alessandro Perina, Marco Cristani, Vittorio Murino, Brendan J. Frey:
Stel component analysis: Modeling spatial correlations in image class structure. CVPR 2009: 2044-2051 - 2008
- [j10]Vincent Cheung, Brendan J. Frey, Nebojsa Jojic:
Video Epitomes. Int. J. Comput. Vis. 76(2): 141-152 (2008) - [j9]Anitha Kannan, Nebojsa Jojic, Brendan J. Frey:
Fast Transformation-Invariant Component Analysis. Int. J. Comput. Vis. 77(1-3): 87-101 (2008) - [c56]Delbert Dueck, Brendan J. Frey, Nebojsa Jojic, Vladimir Jojic, Guri Giaever, Andrew Emili, Gabe Musso, Robert Hegele:
Constructing Treatment Portfolios Using Affinity Propagation. RECOMB 2008: 360-371 - 2005
- [j4]Brendan J. Frey, Nebojsa Jojic:
A Comparison of Algorithms for Inference and Learning in Probabilistic Graphical Models. IEEE Trans. Pattern Anal. Mach. Intell. 27(9): 1392-1416 (2005) - [c46]Anitha Kannan, Nebojsa Jojic, Brendan J. Frey:
Generative Model for Layers of Appearance and Deformation. AISTATS 2005 - [c44]Vincent Cheung, Brendan J. Frey, Nebojsa Jojic:
Video Epitomes. CVPR (1) 2005: 42-49 - [c40]Nebojsa Jojic, Vladimir Jojic, Brendan J. Frey, Christopher Meek, David Heckerman:
Using epitomes to model genetic diversity: Rational design of HIV vaccines. NIPS 2005: 587-594 - 2004
- [c29]Anitha Kannan, Brendan J. Frey, Nebojsa Jojic:
A Generative Model of Dense Optical Flow in Layers. SCVMA 2004: 104-114 - 2003
- [j3]Brendan J. Frey, Nebojsa Jojic:
Transformation-Invariant Clustering Using the EM Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 25(1): 1-17 (2003) - [c26]Nemanja Petrovic, Nebojsa Jojic, Brendan J. Frey, Thomas S. Huang:
Real-time On-line Learning of Transformed Hidden Markov Models from Video. AISTATS 2003 - [c25]Brendan J. Frey, Nebojsa Jojic, Anitha Kannan:
Learning Appearance and Transparency Manifolds of Occluded Objects in Layers. CVPR (1) 2003: 45-52 - [c23]Nebojsa Jojic, Brendan J. Frey, Anitha Kannan:
Epitomic analysis of appearance and shape. ICCV 2003: 34-43 - 2002
- [c21]Chris Pal, Brendan J. Frey, Nebojsa Jojic:
Learning Montages of Transformed Latent Images as Representations of Objects That Change in Appearance. ECCV (4) 2002: 715-731 - [c18]Anitha Kannan, Nebojsa Jojic, Brendan J. Frey:
Fast Transformation-Invariant Factor Analysis. NIPS 2002: 1263-1270 - 2001
- [c17]Nebojsa Jojic, Patrice Y. Simard, Brendan J. Frey, David Heckerman:
Learning mixtures of smooth, nonuniform deformation models for probabilistic image matching. AISTATS 2001 - [c16]Nebojsa Jojic, Brendan J. Frey:
Learning Flexible Sprites in Video Layers. CVPR (1) 2001: 199-206 - [c15]Nebojsa Jojic, Patrice Y. Simard, Brendan J. Frey, David Heckerman:
Separating Appearance from Deformation. ICCV 2001: 288-294 - [c14]Brendan J. Frey, Nebojsa Jojic:
Fast, Large-Scale Transformation-Invariant Clustering. NIPS 2001: 721-727 - [c13]Brendan J. Frey, Anitha Kannan, Nebojsa Jojic:
Product Analysis: Learning to Model Observations as Products of Hidden Variables. NIPS 2001: 729-735 - 2000
- [c12]Nebojsa Jojic, Nemanja Petrovic, Thomas S. Huang, Brendan J. Frey:
Transformed Hidden Markov Models: Estimating Mixture Models of Images and Inferring Spatial Transformations in Video Sequence. CVPR 2000: 2026-2033 - [c10]Brendan J. Frey, Nebojsa Jojic:
Learning Graphical Models of Images, Videos and Their Spatial Transformations. UAI 2000: 184-191 - 1999
- [c9]Brendan J. Frey, Nebojsa Jojic:
Estimating Mixture Models of Images and Inferring Spatial Transformations Using the EM Algorithm. CVPR 1999: 1416-1422 - [c7]Brendan J. Frey, Nebojsa Jojic:
Transformed Component Analysis: Joint Estimation of Spatial Transformations and Image Components. ICCV 1999: 1190-1196 - [c6]Nebojsa Jojic, Brendan J. Frey:
Topographic Transformation as a Discrete Latent Variable. NIPS 1999: 477-483
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