Tibério S. Caetano

Australian National University, Research School of Computer Science

	2012
j12		Nick Barnes, Peter Baumgartner, Tibério S. Caetano, Hugh F. Durrant-Whyte, Gerwin Klein, Penelope Sanderson, Abdul Sattar, Peter J. Stuckey, Sylvie Thiébaux, Pascal Van Hentenryck, Toby Walsh: AI@NICTA. AI Magazine 33(3): 115- (2012)
j11		Julian John McAuley, Tibério S. Caetano: Fast matching of large point sets under occlusions. Pattern Recognition 45(1): 563-569 (2012)
j10		Junbin Gao, Qinfeng Shi, Tibério S. Caetano: Dimensionality reduction via compressive sensing. Pattern Recognition Letters 33(9): 1163-1170 (2012)
c30		Aaron Defazio, Tibério S. Caetano: A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training. ICML 2012
c29		Tibério S. Caetano: The Interplay of Statistical and Structural Pattern Recognition from a Machine Learning Perspective. ICPRAM (1) 2012
c28		Aaron Defazio, Tibério S. Caetano: A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation. NIPS 2012: 1259-1267
c27		Xianghang Liu, James Petterson, Tibério S. Caetano: Learning as MAP Inference in Discrete Graphical Models. NIPS 2012: 1979-1987
i10		Aaron Defazio, Tibério S. Caetano: A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training. CoRR abs/1206.4622 (2012)
	2011
j9		Julian John McAuley, Tibério S. Caetano: Faster Algorithms for Max-Product Message-Passing. Journal of Machine Learning Research 12: 1349-1388 (2011)
c26		Julian John McAuley, Arnau Ramisa, Tibério S. Caetano: Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies: An ImageNet Case Study. EMMCVPR 2011: 355-368
c25		James Petterson, Tibério S. Caetano: Submodular Multi-Label Learning. NIPS 2011: 1512-1520
	2010
j8		Julian John McAuley, Tibério S. Caetano: Exploiting Within-Clique Factorizations in Junction-Tree Algorithms. Journal of Machine Learning Research - Proceedings Track 9: 525-532 (2010)
c24		Julian John McAuley, Teofilo de Campos, Tibério S. Caetano: Unified graph matching in Euclidean spaces. CVPR 2010: 1871-1878
c23		Pengdong Xiao, Nick Barnes, Paulette Lieby, Tibério S. Caetano: Sparse Update for Loopy Belief Propagation: Fast Dense Registration for Large State Spaces. DICTA 2010: 546-551
c22		Julian John McAuley, Tibério S. Caetano: Exploiting Data-Independence for Fast Belief-Propagation. ICML 2010: 767-774
c21		James Petterson, Tibério S. Caetano: Reverse Multi-Label Learning. NIPS 2010: 1912-1920
c20		James Petterson, Alexander J. Smola, Tibério S. Caetano, Wray L. Buntine, Shravan M. Narayanamurthy: Word Features for Latent Dirichlet Allocation. NIPS 2010: 1921-1929
c19		Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, S. V. N. Vishwanathan, James Petterson: Multitask Learning without Label Correspondences. NIPS 2010: 1957-1965
r1		Julian John McAuley, Tibério S. Caetano, Wray L. Buntine: Graphical Models. Encyclopedia of Machine Learning 2010: 471-479
i9		Qinfeng Shi, Mark D. Reid, Tibério S. Caetano: Conditional Random Fields and Support Vector Machines: A Hybrid Approach. CoRR abs/1009.3346 (2010)
	2009
j7		Novi Quadrianto, Alex J. Smola, Tibério S. Caetano, Quoc V. Le: Estimating Labels from Label Proportions. Journal of Machine Learning Research 10: 2349-2374 (2009)
j6		Tibério S. Caetano, Julian John McAuley, Li Cheng, Quoc V. Le, Alexander J. Smola: Learning Graph Matching. IEEE Trans. Pattern Anal. Mach. Intell. 31(6): 1048-1058 (2009)
c18		Longbin Chen, Julian John McAuley, Rogério Schmidt Feris, Tibério S. Caetano, Matthew Turk: Shape classification through structured learning of matching measures. CVPR 2009: 365-372
c17		Pengdong Xiao, Nick Barnes, Paulette Lieby, Tibério S. Caetano: Applying Sum and Max Product Algorithms of Belief Propagation to 3D Shape Matching and Registration. DICTA 2009: 387-394
c16		Novi Quadrianto, Kristian Kersting, Mark D. Reid, Tibério S. Caetano, Wray L. Buntine: Kernel Conditional Quantile Estimation via Reduction Revisited. ICDM 2009: 938-943
c15		James Petterson, Tibério S. Caetano, Julian John McAuley, Jin Yu: Exponential Family Graph Matching and Ranking. NIPS 2009: 1455-1463
c14		Novi Quadrianto, Tibério S. Caetano, John Lim, Dale Schuurmans: Convex Relaxation of Mixture Regression with Efficient Algorithms. NIPS 2009: 1491-1499
i8		James Petterson, Tibério S. Caetano, Julian John McAuley, Jin Yu: Exponential Family Graph Matching and Ranking. CoRR abs/0904.2623 (2009)
i7		James Petterson, Tibério S. Caetano: Scalable Inference for Latent Dirichlet Allocation. CoRR abs/0909.4603 (2009)
i6		Julian John McAuley, Tibério S. Caetano: Exact Inference in Graphical Models: is There More to it? CoRR abs/0910.3301 (2009)
i5		Julian John McAuley, Tibério S. Caetano: An expected-case sub-cubic solution to the all-pairs shortest path problem in R. CoRR abs/0912.0975 (2009)
	2008
j5		Julian John McAuley, Tibério S. Caetano, Marconi S. Barbosa: Graph Rigidity, Cyclic Belief Propagation, and Point Pattern Matching. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 2047-2054 (2008)
c13		Novi Quadrianto, Alex J. Smola, Tibério S. Caetano, Quoc V. Le: Estimating labels from label proportions. ICML 2008: 776-783
c12		Julian John McAuley, Tibério S. Caetano, Alexander J. Smola: Robust Near-Isometric Matching via Structured Learning of Graphical Models. NIPS 2008: 1057-1064
i4		Tibério S. Caetano, Julian John McAuley, Li Cheng, Quoc V. Le, Alex J. Smola: Learning Graph Matching. CoRR abs/0806.2890 (2008)
i3		Julian John McAuley, Tibério S. Caetano, Alexander J. Smola: Robust Near-Isometric Matching via Structured Learning of Graphical Models. CoRR abs/0809.3618 (2008)
	2007
c11		Pengdong Xiao, Nick Barnes, Tibério S. Caetano, Paulette Lieby: An MRF and Gaussian Curvature Based Shape Representation for Shape Matching. CVPR 2007
c10		Tibério S. Caetano, Li Cheng, Quoc V. Le, Alex J. Smola: Learning Graph Matching. ICCV 2007: 1-8
i2		Julian John McAuley, Tibério S. Caetano, Marconi S. Barbosa: Graph rigidity, Cyclic Belief Propagation and Point Pattern Matching. CoRR abs/0710.0043 (2007)
i1		Julian John McAuley, Tibério S. Caetano: High-Order Nonparametric Belief-Propagation for Fast Image Inpainting. CoRR abs/0710.0243 (2007)
	2006
j4		Tibério S. Caetano, Terry Caelli, Dale Schuurmans, Dante Augusto Couto Barone: Graphical Models and Point Pattern Matching. IEEE Trans. Pattern Anal. Mach. Intell. 28(10): 1646-1663 (2006)
j3		Tibério S. Caetano, Terry Caelli: Approximating the problem, not the solution: An alternative view of point set matching. Pattern Recognition 39(4): 552-561 (2006)
c9		Julian John McAuley, Tibério S. Caetano, Alex J. Smola, Matthias O. Franz: Learning high-order MRF priors of color images. ICML 2006: 617-624
c8		Tibério S. Caetano, Terry Caelli: A Unified Formulation of Invariant Point Pattern Matching. ICPR (3) 2006: 121-124
c7		Olivier Y. de Vel, Nianjun Liu, Terry Caelli, Tibério S. Caetano: An Embedded Bayesian Network Hidden Markov Model for Digital Forensics. ISI 2006: 459-465
	2005
j2		Terry Caelli, Tibério S. Caetano: Graphical models for graph matching: Approximate models and optimal algorithms. Pattern Recognition Letters 26(3): 339-346 (2005)
c6		Tibério S. Caetano, Terry Caelli: Approximating the Problem, not the Solution: An Alternative View of Point Set Matching. GbRPR 2005: 233-242
	2004
c5		Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone: Graphical Models for Graph Matching. CVPR (2) 2004: 466-473
c4		Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone: A Comparison of Junction Tree and Relaxation Algorithms for Point Matching using Different Distance Metrics. ICPR (2) 2004: 124-127
c3		Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone: An Optimal Probabilistic Graphical Model for Point Set Matching. SSPR/SPR 2004: 162-170
	2003
j1		Tibério S. Caetano, Sílvia D. Olabarriaga, Dante Augusto Couto Barone: Do mixture models in chromaticity space improve skin detection? Pattern Recognition 36(12): 3019-3021 (2003)
	2002
c2		Tibério S. Caetano, Sílvia D. Olabarriaga, Dante Augusto Couto Barone: Performance Evaluation of Single and Multiple-Gaussian Models for Skin Color Modeling. SIBGRAPI 2002: 275-282
	2001
c1		Tibério S. Caetano, Dante Augusto Couto Barone: A Probabilistic Model for the Human Skin Color. ICIAP 2001: 279-283

Coauthor Index

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