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| 2012 | ||
|---|---|---|
| 69 | Nebojsa Jojic, Alessandro Perina: Multidimensional counting grids: Inferring word order from disordered bags of words CoRR abs/1202.3752: (2012) | |
| 68 | Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic: Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 34(7): 1249-1262 (2012) | |
| 2011 | ||
| 67 | Alessandro Perina, Nebojsa Jojic: Image analysis by counting on a grid. CVPR 2011: 1985-1992 | |
| 66 | Jim C. Huang, Nebojsa Jojic: Variable Selection through Correlation Sifting. RECOMB 2011: 106-123 | |
| 65 | Fabian L. Wauthier, Michael I. Jordan, Nebojsa Jojic: Nonparametric Combinatorial Sequence Models. RECOMB 2011: 516-530 | |
| 64 | Nebojsa Jojic, Alessandro Perina: Multidimensional counting grids: Inferring word order from disordered bags of words. UAI 2011: 547-556 | |
| 2010 | ||
| 63 | Alessandro Perina, Nebojsa Jojic, Umberto Castellani, Marco Cristani, Vittorio Murino: Object Recognition with Hierarchical Stel Models. ECCV (6) 2010: 15-28 | |
| 62 | Nebojsa Jojic, Alessandro Perina, Vittorio Murino: Structural epitome: a way to summarize one's visual experience. NIPS 2010: 1027-1035 | |
| 61 | Jim C. Huang, Nebojsa Jojic, Christopher Meek: Exact inference and learning for cumulative distribution functions on loopy graphs. NIPS 2010: 874-882 | |
| 60 | Jim C. Huang, Nebojsa Jojic: Maximum-likelihood learning of cumulative distribution functions on graphs. Journal of Machine Learning Research - Proceedings Track 9: 342-349 (2010) | |
| 2009 | ||
| 59 | 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 | |
| 58 | Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic: A hybrid generative/discriminative classification framework based on free-energy terms. ICCV 2009: 2058-2065 | |
| 57 | Manuel Reyes-Gomez, Nebojsa Jojic: Speech separation by efficient combinatorial decoding of speech mixtures. ICME 2009: 498-505 | |
| 56 | Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic: Free energy score space. NIPS 2009: 1428-1436 | |
| 2008 | ||
| 55 | Vladimir Jojic, Tomer Hertz, Nebojsa Jojic: Population Sequencing Using Short Reads: HIV as a Case Study. Pacific Symposium on Biocomputing 2008: 114-125 | |
| 54 | 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 | |
| 53 | Vincent Cheung, Brendan J. Frey, Nebojsa Jojic: Video Epitomes. International Journal of Computer Vision 76(2): 141-152 (2008) | |
| 52 | Anitha Kannan, Nebojsa Jojic, Brendan J. Frey: Fast Transformation-Invariant Component Analysis. International Journal of Computer Vision 77(1-3): 87-101 (2008) | |
| 51 | Noah Zaitlen, Manuel Reyes-Gomez, David Heckerman, Nebojsa Jojic: Shift-Invariant Adaptive Double Threading: Learning MHC II-Peptide Binding. Journal of Computational Biology 15(7): 927-942 (2008) | |
| 50 | David C. Nickle, Nebojsa Jojic, David Heckerman, Vladimir Jojic, Darko Kirovski, Morgane Rolland, Sergei L. Kosakovsky Pond, James I. Mullins: Comparison of Immunogen Designs That Optimize Peptide Coverage: Reply to Fischer et al. PLoS Computational Biology 4(1): (2008) | |
| 2007 | ||
| 49 | Vincent Cheung, Nebojsa Jojic, Dimitris Samaras: Capturing long-range correlations with patch models. CVPR 2007 | |
| 48 | Sumit Gulwani, Nebojsa Jojic: Program verification as probabilistic inference. POPL 2007: 277-289 | |
| 47 | Noah Zaitlen, Manuel Reyes-Gomez, David Heckerman, Nebojsa Jojic: Shift-Invariant Adaptive Double Threading: Learning MHC II - Peptide Binding. RECOMB 2007: 181-195 | |
| 46 | Sean O'Rourke, Noah Zaitlen, Nebojsa Jojic, Eleazar Eskin: Reconstructing the Phylogeny of Mobile Elements. RECOMB 2007: 196-210 | |
| 45 | Joseph Bockhorst, Nebojsa Jojic: Discovering Patterns in Biological Sequences by Optimal Segmentation. UAI 2007: 17-24 | |
| 44 | David C. Nickle, Morgane Rolland, Mark A. Jensen, Sergei L. Kosakovsky Pond, Wenjie Deng, Mark Seligman, David Heckerman, James I. Mullins, Nebojsa Jojic: Coping with Viral Diversity in HIV Vaccine Design. PLoS Computational Biology 3(4): (2007) | |
| 2006 | ||
| 43 | Nebojsa Jojic, John M. Winn, C. Lawrence Zitnick: Escaping local minima through hierarchical model selection: Automatic object discovery, segmentation, and tracking in video. CVPR (1) 2006: 117-124 | |
| 42 | Nemanja Petrovic, Aleksandar Ivanovic, Nebojsa Jojic: Recursive estimation of generative models of video. CVPR (1) 2006: 79-86 | |
| 41 | Nebojsa Jojic, Manuel Reyes-Gomez, David Heckerman, Carl Myers Kadie, Ora Schueler-Furman: Learning MHC I - peptide binding. ISMB (Supplement of Bioinformatics) 2006: 227-235 | |
| 40 | Darko Kirovski, Nebojsa Jojic, Paul Roberts: Click Passwords. SEC 2006: 351-363 | |
| 2005 | ||
| 39 | Vincent Cheung, Brendan J. Frey, Nebojsa Jojic: Video Epitomes. CVPR (1) 2005: 42-49 | |
| 38 | Chris Pal, Nebojsa Jojic: Interactive Montages of Sprites for Indexing and Summarizing Security Video. CVPR (2) 2005: 1192 | |
| 37 | C. Lawrence Zitnick, Nebojsa Jojic, Sing Bing Kang: Consistent Segmentation for Optical Flow Estimation. ICCV 2005: 1308-1315 | |
| 36 | John M. Winn, Nebojsa Jojic: LOCUS: Learning Object Classes with Unsupervised Segmentation. ICCV 2005: 756-763 | |
| 35 | Mukund Narasimhan, Nebojsa Jojic, Jeff Bilmes: Q-Clustering. NIPS 2005 | |
| 34 | Nebojsa Jojic, Vladimir Jojic, Brendan J. Frey, Christopher Meek, David Heckerman: Using epitomes to model genetic diversity: Rational design of HIV vaccines. NIPS 2005 | |
| 33 | 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) | |
| 32 | Nemanja Petrovic, Nebojsa Jojic, Thomas S. Huang: Adaptive Video Fast Forward. Multimedia Tools Appl. 26(3): 327-344 (2005) | |
| 2004 | ||
| 31 | Nebojsa Jojic, Yaron Caspi: Capturing Image Structure with Probabilistic Index Maps. CVPR (1) 2004: 212-219 | |
| 30 | Chris Pal, Richard Szeliski, Matthew Uyttendaele, Nebojsa Jojic: Probability Models for High Dynamic Range Imaging. CVPR (2) 2004: 173-180 | |
| 29 | Vladimir Jojic, Nebojsa Jojic, Christopher Meek, Dan Geiger, Adam C. Siepel, David Haussler, David Heckerman: Efficient approximations for learning phylogenetic HMM models from data. ISMB/ECCB (Supplement of Bioinformatics) 2004: 161-168 | |
| 28 | Anitha Kannan, Brendan J. Frey, Nebojsa Jojic: A Generative Model of Dense Optical Flow in Layers. SCVMA 2004: 104-114 | |
| 27 | Nebojsa Jojic, Vladimir Jojic, David Heckerman: Joint Discovery of Haplotype Blocks and Complex Trait Associations from SNP Sequences. UAI 2004: 286-292 | |
| 26 | Nebojsa Jojic, Yaron Caspi, Manuel Reyes-Gomez: Probabilistic Index Maps for Modeling Natural Signals. UAI 2004: 293-300 | |
| 2003 | ||
| 25 | Brendan J. Frey, Nebojsa Jojic, Anitha Kannan: Learning Appearance and Transparency Manifolds of Occluded Objects in Layers. CVPR (1) 2003: 45-52 | |
| 24 | Darko Kirovski, Nebojsa Jojic: FaceCerts. DCC 2003: 435 | |
| 23 | Nebojsa Jojic, Brendan J. Frey, Anitha Kannan: Epitomic analysis of appearance and shape. ICCV 2003: 34-43 | |
| 22 | Nebojsa Jojic, Nemanja Petrovic, Thomas S. Huang: Scene generative models for adaptive video fast forward. ICIP (2) 2003: 619-622 | |
| 21 | Brendan J. Frey, Nebojsa Jojic: Transformation-Invariant Clustering Using the EM Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 25(1): 1-17 (2003) | |
| 20 | Matthew J. Beal, Nebojsa Jojic, Hagai Attias: A Graphical Model for Audiovisual Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 25(7): 828-836 (2003) | |
| 2002 | ||
| 19 | Matthew J. Beal, Hagai Attias, Nebojsa Jojic: Audio-Video Sensor Fusion with Probabilistic Graphical Models. ECCV (1) 2002: 736-752 | |
| 18 | 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 | |
| 17 | Matthew J. Beal, Nebojsa Jojic, Hagai Attias: A self-calibrating algorithm for speaker tracking based on audio-visual statistical models. ICASSP 2002: 1997-2000 | |
| 16 | Anitha Kannan, Nebojsa Jojic, Brendan J. Frey: Fast Transformation-Invariant Factor Analysis. NIPS 2002: 1263-1270 | |
| 2001 | ||
| 15 | Nebojsa Jojic, Brendan J. Frey: Learning Flexible Sprites in Video Layers. CVPR (1) 2001: 199-206 | |
| 14 | Nebojsa Jojic, Patrice Simard, Brendan J. Frey, David Heckerman: Separating Appearance from Deformation. ICCV 2001: 288-294 | |
| 13 | Brendan J. Frey, Nebojsa Jojic: Fast, Large-Scale Transformation-Invariant Clustering. NIPS 2001: 721-727 | |
| 12 | Brendan J. Frey, Anitha Kannan, Nebojsa Jojic: Product Analysis: Learning to Model Observations as Products of Hidden Variables. NIPS 2001: 729-735 | |
| 2000 | ||
| 11 | 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 | |
| 10 | Nebojsa Jojic, Thomas S. Huang, Barry Brumitt, Brian Meyers, Steve Harris: Detection and Estimation of Pointing Gestures in Dense Disparity Maps. FG 2000: 468-475 | |
| 9 | Brendan J. Frey, Nebojsa Jojic: Learning Graphical Models of Images, Videos and Their Spatial Transformations. UAI 2000: 184-191 | |
| 1999 | ||
| 8 | Brendan J. Frey, Nebojsa Jojic: Estimating Mixture Models of Images and Inferring Spatial Transformations Using the EM Algorithm. CVPR 1999: 1416-1422 | |
| 7 | Brendan J. Frey, Nebojsa Jojic: Transformed Component Analysis: Joint Estimation of Spatial Transformations and Image Components. ICCV 1999: 1190-1196 | |
| 6 | Nebojsa Jojic, Matthew Turk, Thomas S. Huang: Tracking Self-Occluding Articulated Objects in Dense Disparity Maps. ICCV 1999: 123-130 | |
| 5 | Nebojsa Jojic, Brendan J. Frey: Topographic Transformation as a Discrete Latent Variable. NIPS 1999: 477-483 | |
| 4 | Nebojsa Jojic, Jin Gu, Helen C. Shen, Thomas S. Huang: Computer modeling, analysis, and synthesis of dressed humans. IEEE Trans. Circuits Syst. Video Techn. 9(2): 378-388 (1999) | |
| 1998 | ||
| 3 | Nebojsa Jojic, Jin Gu, Helen C. Shen, Thomas S. Huang: 3-D Reconstruction of Multipart Self-Occluding Objects. ACCV (2) 1998: 455-462 | |
| 2 | Nebojsa Jojic, Thomas S. Huang: On Analysis of Cloth Drape Range Data. ACCV (2) 1998: 463-470 | |
| 1 | Nebojsa Jojic, Jin Gu, Ivan Mak, Helen C. Shen, Thomas S. Huang: Computer Modeling, Analysis and Synthesis of Dressed Humans. CVPR 1998: 528-534 | |
Colors in the list of coauthors
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