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Brendan J. Frey
Person information
- affiliation: University of Toronto, Department of Electrical and Computer Engineering
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2020 – today
- 2023
- [i19]Philip Fradkin, Ruian Shi, Bo Wang, Brendan J. Frey, Leo J. Lee:
Splicing Up Your Predictions with RNA Contrastive Learning. CoRR abs/2310.08738 (2023)
2010 – 2019
- 2018
- [j32]Hannes Bretschneider
, Shreshth Gandhi
, Amit G. Deshwar, Khalid Zuberi, Brendan J. Frey:
COSSMO: predicting competitive alternative splice site selection using deep learning. Bioinform. 34(13): i429-i437 (2018) - [j31]Michael K. K. Leung, Andrew Delong, Brendan J. Frey:
Inference of the human polyadenylation code. Bioinform. 34(17): 2889-2898 (2018) - 2017
- [c105]Alireza Makhzani, Brendan J. Frey:
PixelGAN Autoencoders. NIPS 2017: 1975-1985 - [c104]Christopher Srinivasa, Inmar E. Givoni, Siamak Ravanbakhsh, Brendan J. Frey:
Min-Max Propagation. NIPS 2017: 5565-5573 - [c103]Michael K. K. Leung, Andrew Delong, Brendan J. Frey:
Inference of the Human Polyadenylation Code. RECOMB 2017: 379 - [i18]Alireza Makhzani, Brendan J. Frey:
PixelGAN Autoencoders. CoRR abs/1706.00531 (2017) - [i17]Nathan Killoran, Leo J. Lee, Andrew Delong, David Duvenaud, Brendan J. Frey:
Generating and designing DNA with deep generative models. CoRR abs/1712.06148 (2017) - 2016
- [j30]Oren Z. Kraus, Lei Jimmy Ba, Brendan J. Frey:
Classifying and segmenting microscopy images with deep multiple instance learning. Bioinform. 32(12): 52-59 (2016) - [j29]Michael Wainberg, Babak Alipanahi, Brendan J. Frey:
Are Random Forests Truly the Best Classifiers? J. Mach. Learn. Res. 17: 110:1-110:5 (2016) - [j28]Michael K. K. Leung, Andrew Delong, Babak Alipanahi
, Brendan J. Frey:
Machine Learning in Genomic Medicine: A Review of Computational Problems and Data Sets. Proc. IEEE 104(1): 176-197 (2016) - [c102]Christopher Srinivasa, Siamak Ravanbakhsh, Brendan J. Frey:
Survey Propagation beyond Constraint Satisfaction Problems. AISTATS 2016: 286-295 - 2015
- [c101]Jimmy Ba, Ruslan Salakhutdinov, Roger B. Grosse, Brendan J. Frey:
Learning Wake-Sleep Recurrent Attention Models. NIPS 2015: 2593-2601 - [c100]Alireza Makhzani, Brendan J. Frey:
Winner-Take-All Autoencoders. NIPS 2015: 2791-2799 - [i16]Jimmy Ba, Roger B. Grosse, Ruslan Salakhutdinov, Brendan J. Frey:
Learning Wake-Sleep Recurrent Attention Models. CoRR abs/1509.06812 (2015) - [i15]Oren Z. Kraus, Lei Jimmy Ba, Brendan J. Frey:
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning. CoRR abs/1511.05286 (2015) - 2014
- [j27]Michael K. K. Leung, Hui Yuan Xiong, Leo J. Lee, Brendan J. Frey:
Deep learning of the tissue-regulated splicing code. Bioinform. 30(12): 121-129 (2014) - [c99]Siamak Ravanbakhsh, Christopher Srinivasa, Brendan J. Frey, Russell Greiner:
Min-Max Problems on Factor Graphs. ICML 2014: 1035-1043 - [c98]Alireza Makhzani, Brendan J. Frey:
k-Sparse Autoencoders. ICLR (Poster) 2014 - [i14]Siamak Ravanbakhsh, Russell Greiner, Brendan J. Frey:
Training Restricted Boltzmann Machine by Perturbation. CoRR abs/1405.1436 (2014) - [i13]Alireza Makhzani, Brendan J. Frey:
A Winner-Take-All Method for Training Sparse Convolutional Autoencoders. CoRR abs/1409.2752 (2014) - 2013
- [j26]Clement Chung, Andrew Emili, Brendan J. Frey:
Non-parametric Bayesian approach to post-translational modification refinement of predictions from tandem mass spectrometry. Bioinform. 29(7): 821-829 (2013) - [j25]Debashish Ray, Hilal Kazan, Kate B. Cook, Matthew T. Weirauch, Hamed S. Najafabadi
, Xiao Li, Serge Gueroussov, Mihai Albu, Hong Zheng, Ally Yang, Hong Na, Manuel Irimia
, Leah H. Matzat, Ryan K. Dale
, Sarah A. Smith, Christopher A. Yarosh, Seth M. Kelly, Behnam Nabet
, Desirea Mecenas, Weimin Li
, Rakesh S. Laishram
, Mei Qiao, Howard D. Lipshitz
, Fabio Piano, Anita H. Corbett, Russ P. Carstens, Brendan J. Frey, Richard A. Anderson
, Kristen W. Lynch, Luiz O. F. Penalva
, Elissa P. Lei
, Andrew G. Fraser
, Benjamin J. Blencowe, Quaid Morris
, Timothy R. Hughes:
A compendium of RNA-binding motifs for decoding gene regulation. Nat. 499(7457): 172-177 (2013) - [c97]Lei Jimmy Ba, Brendan J. Frey:
Adaptive dropout for training deep neural networks. NIPS 2013: 3084-3092 - [p2]Jeroen C. Chua, Inmar E. Givoni, Ryan P. Adams, Brendan J. Frey:
Bayesian Painting by Numbers: Flexible Priors for Colour-Invariant Object Recognition. Machine Learning for Computer Vision 2013: 89-117 - [i12]Kannan Achan, Brendan J. Frey, Ralf Koetter:
A Factorized Variational Technique for Phase Unwrapping in Markov Random Fields. CoRR abs/1301.2252 (2013) - [i11]Brendan J. Frey, Nebojsa Jojic:
Learning Graphical Models of Images, Videos and Their Spatial Transformations. CoRR abs/1301.3854 (2013) - [i10]Vladimir Pavlovic, Brendan J. Frey, Thomas S. Huang:
Variational Learning in Mixed-State Dynamic Graphical Models. CoRR abs/1301.6731 (2013) - 2012
- [j24]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) - [c96]Jeroen Chua, Inmar E. Givoni, Ryan Prescott Adams, Brendan J. Frey:
Learning structural element patch models with hierarchical palettes. CVPR 2012: 2416-2423 - [c95]Patrick S. Li, Brendan J. Frey:
Factorizing appearance using epitomic flobject analysis. CVPR 2012: 2839-2846 - [c94]Kevin Swersky, Daniel Tarlow, Ryan P. Adams, Richard S. Zemel, Brendan J. Frey:
Probabilistic n-Choose-k Models for Classification and Ranking. NIPS 2012: 3059-3067 - [c93]Daniel Tarlow, Kevin Swersky, Richard S. Zemel, Ryan Prescott Adams, Brendan J. Frey:
Fast Exact Inference for Recursive Cardinality Models. UAI 2012: 825-834 - [i9]Inmar E. Givoni, Clement Chung, Brendan J. Frey:
Hierarchical Affinity Propagation. CoRR abs/1202.3722 (2012) - [i8]Jim C. Huang, Brendan J. Frey:
Cumulative distribution networks and the derivative-sum-product algorithm. CoRR abs/1206.3259 (2012) - [i7]Daniel Tarlow, Richard S. Zemel, Brendan J. Frey:
Flexible Priors for Exemplar-based Clustering. CoRR abs/1206.3294 (2012) - [i6]Inmar E. Givoni, Vincent Cheung, Brendan J. Frey:
Matrix Tile Analysis. CoRR abs/1206.6833 (2012) - [i5]Yongyi Mao, Frank R. Kschischang, Brendan J. Frey:
Convolutional Factor Graphs as Probabilistic Models. CoRR abs/1207.4136 (2012) - [i4]Daniel Tarlow, Kevin Swersky, Richard S. Zemel, Ryan Prescott Adams, Brendan J. Frey:
Fast Exact Inference for Recursive Cardinality Models. CoRR abs/1210.4899 (2012) - [i3]Brendan J. Frey:
Extending Factor Graphs so as to Unify Directed and Undirected Graphical Models. CoRR abs/1212.2486 (2012) - [i2]Rómer Rosales, Brendan J. Frey:
Learning Generative Models of Similarity Matrices. CoRR abs/1212.2494 (2012) - 2011
- [j23]Clement Chung, Jian Liu, Andrew Emili, Brendan J. Frey:
Computational refinement of post-translational modifications predicted from tandem mass spectrometry. Bioinform. 27(6): 797-806 (2011) - [j22]Hui Yuan Xiong, Yoseph Barash, Brendan J. Frey:
Bayesian prediction of tissue-regulated splicing using RNA sequence and cellular context. Bioinform. 27(18): 2554-2562 (2011) - [j21]Jim C. Huang, Brendan J. Frey:
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs. J. Mach. Learn. Res. 12: 301-348 (2011) - [c92]Patrick S. Li, Inmar E. Givoni, Brendan J. Frey:
Learning better image representations using 'flobject analysis'. CVPR 2011: 2721-2728 - [c91]Inmar E. Givoni, Clement Chung, Brendan J. Frey:
Hierarchical Affinity Propagation. UAI 2011: 238-246 - [c90]Daniel Tarlow, Inmar E. Givoni, Richard S. Zemel, Brendan J. Frey:
Graph Cuts is a Max-Product Algorithm. UAI 2011: 671-680 - [p1]Jim C. Huang, Brendan J. Frey:
STORMSeq: A Method for Ranking Regulatory Sequences by Integrating Experimental Datasets with Diverse Computational Predictions. Handbook of Statistical Bioinformatics 2011: 109-134 - [i1]Daniel Tarlow, Inmar E. Givoni, Richard S. Zemel, Brendan J. Frey:
Interpreting Graph Cuts as a Max-Product Algorithm. CoRR abs/1105.1178 (2011) - 2010
- [j20]Yoseph Barash, Benjamin J. Blencowe, Brendan J. Frey:
Model-based detection of alternative splicing signals. Bioinform. 26(12): 325-333 (2010) - [j19]Yoseph Barash
, John A. Calarco, Weijun Gao, Qun Pan, Xinchen Wang
, Ofer Shai, Benjamin J. Blencowe, Brendan J. Frey:
Deciphering the splicing code. Nat. 465(7294): 53-59 (2010) - [c89]Nevena Lazic, Brendan J. Frey, Parham Aarabi:
Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms. AISTATS 2010: 429-436
2000 – 2009
- 2009
- [j18]Inmar E. Givoni, Brendan J. Frey:
A Binary Variable Model for Affinity Propagation. Neural Comput. 21(6): 1589-1600 (2009) - [j17]Stark C. Draper
, Frank R. Kschischang
, Brendan J. Frey:
Rateless coding for arbitrary channel mixtures with decoder channel state information. IEEE Trans. Inf. Theory 55(9): 4119-4133 (2009) - [c88]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 - [c87]Nevena Lazic, Inmar E. Givoni, Brendan J. Frey, Parham Aarabi:
FLoSS: Facility location for subspace segmentation. ICCV 2009: 825-832 - [c86]Inmar E. Givoni, Brendan J. Frey:
Semi-Supervised Affinity Propagation with Instance-Level Constraints. AISTATS 2009: 161-168 - 2008
- [j16]Vincent Cheung, Brendan J. Frey, Nebojsa Jojic:
Video Epitomes. Int. J. Comput. Vis. 76(2): 141-152 (2008) - [j15]Anitha Kannan, Nebojsa Jojic, Brendan J. Frey:
Fast Transformation-Invariant Component Analysis. Int. J. Comput. Vis. 77(1-3): 87-101 (2008) - [c85]Jim C. Huang, Brendan J. Frey:
Structured ranking learning using cumulative distribution networks. NIPS 2008: 697-704 - [c84]Jim C. Huang, Brendan J. Frey, Quaid Morris:
Comparing Sequence and Expression for Predicting microRNA Targets Using GenMIR3. Pacific Symposium on Biocomputing 2008: 52-63 - [c83]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 - [c82]Jim C. Huang, Brendan J. Frey:
Cumulative distribution networks and the derivative-sum-product algorithm. UAI 2008: 290-297 - [c81]Daniel Tarlow, Richard S. Zemel, Brendan J. Frey:
Flexible Priors for Exemplar-based Clustering. UAI 2008: 537-545 - 2007
- [j14]Jim C. Huang, Quaid Morris
, Brendan J. Frey:
Bayesian Inference of MicroRNA Targets from Sequence and Expression Data. J. Comput. Biol. 14(5): 550-563 (2007) - [j13]Steven J. Rennie, Parham Aarabi, Brendan J. Frey:
Variational Probabilistic Speech Separation Using Microphone Arrays. IEEE Trans. Speech Audio Process. 15(1): 135-149 (2007) - [c80]Delbert Dueck, Brendan J. Frey:
Non-metric affinity propagation for unsupervised image categorization. ICCV 2007: 1-8 - [c79]Brendan J. Frey:
Learning in Biomedicine and Bioinformatics Using Affinity Propagation. ICMLA 2007 - [c78]Anitha Kannan, Andrew Emili, Brendan J. Frey:
A Bayesian Model That Links Microarray mRNA Measurements to Mass Spectrometry Protein Measurements. RECOMB 2007: 325-338 - 2006
- [j12]Ofer Shai, Quaid Morris
, Benjamin J. Blencowe, Brendan J. Frey:
Inferring global levels of alternative splicing isoforms using a generative model of microarray data. Bioinform. 22(5): 606-613 (2006) - [j11]Brendan J. Frey, Quaid Morris
, Timothy R. Hughes:
GenRate: A Generative Model that Reveals Novel Transcripts in Genome-Tiling Microarray Data. J. Comput. Biol. 13(2): 200-214 (2006) - [j10]Lei Ying, Zhi-Pei Liang, David C. Munson, Ralf Koetter, Brendan J. Frey:
Unwrapping of MR phase images using a Markov random field model. IEEE Trans. Medical Imaging 25(1): 128-136 (2006) - [c77]Brendan J. Frey:
Beyond genomics: Detecting codes and signals in the cellular transcriptome [Plenary speakers]. ISIT 2006: x - [c76]Jim C. Huang, Quaid Morris, Brendan J. Frey:
Detecting MicroRNA Targets by Linking Sequence, MicroRNA and Gene Expression Data. RECOMB 2006: 114-129 - [c75]Inmar E. Givoni, Vincent Cheung, Brendan J. Frey:
Matrix Tile Analysis. UAI 2006 - 2005
- [j9]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) - [c74]Anitha Kannan, Nebojsa Jojic, Brendan J. Frey:
Generative Model for Layers of Appearance and Deformation. AISTATS 2005: 166-173 - [c73]Steven J. Rennie, Kannan Achan, Brendan J. Frey, Parham Aarabi:
Variational Speech Separation of More Sources than Mixtures. AISTATS 2005: 293-300 - [c72]Vincent Cheung, Brendan J. Frey, Nebojsa Jojic:
Video Epitomes. CVPR (1) 2005: 42-49 - [c71]Kannan Achan, Sam T. Roweis, Aaron Hertzmann
, Brendan J. Frey:
A segment based probabilistic generative model of speech. ICASSP (5) 2005: 221-224 - [c70]Delbert Dueck, Quaid Morris
, Brendan J. Frey:
Multi-way clustering of microarray data using probabilistic sparse matrix factorization. ISMB (Supplement of Bioinformatics) 2005: 144-151 - [c69]Jim C. Huang, Quaid Morris
, Timothy R. Hughes, Brendan J. Frey:
GenXHC: a probabilistic generative model for cross-hybridization compensation in high-density genome-wide microarray data. ISMB (Supplement of Bioinformatics) 2005: 222-231 - [c68]Brendan J. Frey, Delbert Dueck:
Mixture Modeling by Affinity Propagation. NIPS 2005: 379-386 - [c67]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 - [c66]Brendan J. Frey, Quaid Morris, Wen Zhang, Naveed Mohammad, Timothy R. Hughes:
GenRate: A Generative Model That Finds and Scores New Genes and Exons in Genomic Microarray Data. Pacific Symposium on Biocomputing 2005 - [c65]Brendan J. Frey, Quaid Morris, Mark D. Robinson, Timothy R. Hughes:
Finding Novel Transcripts in High-Resolution Genome-Wide Microarray Data Using the GenRate Model. RECOMB 2005: 66-82 - 2004
- [c64]Rómer Rosales, Kannan Achan, Brendan J. Frey:
Learning to cluster using local neighborhood structure. ICML 2004 - [c63]Stark C. Draper, Brendan J. Frey, Frank R. Kschischang
:
On interacting encoders and decoders in multiuser settings. ISIT 2004: 118 - [c62]Stark C. Draper, Brendan J. Frey, Frank R. Kschischang
:
Efficient variable length channel coding for unknown DMCs. ISIT 2004: 377 - [c61]Ofer Shai, Brendan J. Frey, Quaid Morris, Qun Pan, Christine Misquitta, Benjamin J. Blencowe:
Probabilistic Inference of Alternative Splicing Events in Microarray Data. NIPS 2004: 1241-1248 - [c60]Anitha Kannan, Brendan J. Frey, Nebojsa Jojic:
A Generative Model of Dense Optical Flow in Layers. SCVMA 2004: 104-114 - [c59]Yongyi Mao, Frank R. Kschischang, Brendan J. Frey:
Convolutional Factor Graphs as Probabilistic Models. UAI 2004: 374-381 - 2003
- [j8]Brendan J. Frey, Nebojsa Jojic:
Transformation-Invariant Clustering Using the EM Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 25(1): 1-17 (2003) - [c58]Nemanja Petrovic, Nebojsa Jojic, Brendan J. Frey, Thomas S. Huang:
Real-time On-line Learning of Transformed Hidden Markov Models from Video. AISTATS 2003: 225-232 - [c57]Brendan J. Frey, Nebojsa Jojic, Anitha Kannan:
Learning Appearance and Transparency Manifolds of Occluded Objects in Layers. CVPR (1) 2003: 45-52 - [c56]Steven J. Rennie, Parham Aarabi, Trausti T. Kristjansson, Brendan J. Frey, Kannan Achan:
Robust variational speech separation using fewer microphones than speakers. ICASSP (1) 2003: 88-91 - [c55]Nebojsa Jojic, Brendan J. Frey, Anitha Kannan:
Epitomic analysis of appearance and shape. ICCV 2003: 34-43 - [c54]Rómer Rosales, Kannan Achan, Brendan J. Frey:
Unsupervised Image Translation. ICCV 2003: 472-478 - [c53]Lei Ying, David C. Munson, Ralf Koetter, Brendan J. Frey:
Multibaseline InSAR terrain elevation estimation: a dynamic programming approach. ICIP (3) 2003: 157-160 - [c52]Steven J. Rennie, Parham Aarabi, Trausti T. Kristjansson, Brendan J. Frey, Kannan Achan:
Robust variational speech separation using fewer microphones than speakers. ICME 2003: 741-744 - [c51]Quaid Morris, Brendan J. Frey:
Denoising and Untangling Graphs Using Degree Priors. NIPS 2003: 385-392 - [c50]Kannan Achan, Sam T. Roweis, Brendan J. Frey:
Probabilistic Inference of Speech Signals from Phaseless Spectrograms. NIPS 2003: 1393-1400 - [c49]Brendan J. Frey:
Extending Factor Graphs so as to Unify Directed and Undirected Graphical Models. UAI 2003: 257-264 - [c48]Rómer Rosales, Brendan J. Frey:
Learning Generative Models of Similarity Matrices. UAI 2003: 485-492 - [e1]Christopher M. Bishop, Brendan J. Frey:
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, AISTATS 2003, Key West, Florida, USA, January 3-6, 2003. Society for Artificial Intelligence and Statistics 2003, ISBN 0-9727358-0-1 [contents] - 2002
- [c47]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 - [c46]Trausti T. Kristjansson, Brendan J. Frey:
Accounting for uncertainity in observations: A new paradigm for Robust Automatic Speech Recognition. ICASSP 2002: 61-64 - [c45]Chris Pal, Brendan J. Frey, Trausti T. Kristjansson:
Noise robust speech recognition using Gaussian basis functions for non-linear likelihood function approximation. ICASSP 2002: 405-408 - [c44]Lei Ying, David C. Munson, Ralf Koetter, Brendan J. Frey:
An iterative dynamic programming approach to 2-D phase unwrapping. ICIP (3) 2002: 469-471 - [c43]Lei Ying, Brendan J. Frey, Ralf Koetter, David C. Munson:
An iterative dynamic programming approach to 2-D phase unwrapping. IGARSS 2002: 469-471 - [c42]Kannan Achan, Brendan J. Frey, Ralf Koetter, David C. Munson:
Phase unwrapping by minimizing Kikuchi free energy. IGARSS 2002: 1738-1740 - [c41]David C. Schultz, Ralf Koetter, Brendan J. Frey, David C. Munson Jr.:
Balancing rewrapping error and smoothness in two dimensional phase unwrapping problems. IGARSS 2002: 2507-2509 - [c40]Ye-Yi Wang, Alex Acero, Ciprian Chelba, Brendan J. Frey, Leon Wong:
Combination of statistical and rule-based approaches for spoken language understanding. INTERSPEECH 2002: 609-612 - [c39]Anitha Kannan, Nebojsa Jojic, Brendan J. Frey:
Fast Transformation-Invariant Factor Analysis. NIPS 2002: 1263-1270 - 2001
- [j7]Brendan J. Frey, Ralf Koetter, G. David Forney Jr., Frank R. Kschischang
, Robert J. McEliece, Daniel A. Spielman
:
Introduction to the special issue on codes on graphs and iterative algorithms. IEEE Trans. Inf. Theory 47(2): 493-497 (2001) - [j6]Frank R. Kschischang
, Brendan J. Frey, Hans-Andrea Loeliger:
Factor graphs and the sum-product algorithm. IEEE Trans. Inf. Theory 47(2): 498-519 (2001) - [j5]Brendan J. Frey, Ralf Koetter, Alexander Vardy
:
Signal-space characterization of iterative decoding. IEEE Trans. Inf. Theory 47(2): 766-781 (2001) - [c38]Nebojsa Jojic, Patrice Y. Simard, Brendan J. Frey, David Heckerman:
Learning mixtures of smooth, nonuniform deformation models for probabilistic image matching. AISTATS 2001: 137-142 - [c37]Nebojsa Jojic, Brendan J. Frey:
Learning Flexible Sprites in Video Layers. CVPR (1) 2001: 199-206 - [c36]Nemanja Petrovic, Ira Cohen, Brendan J. Frey, Ralf Koetter, Thomas S. Huang:
Enforcing Integrability for Surface Reconstruction Algorithms Using Belief Propagation in Graphical Models. CVPR (1) 2001: 743-748 - [c35]Trausti T. Kristjansson, Brendan J. Frey, Li Deng, Alex Acero:
Towards non-stationary model-based noise adaptation for large vocabulary speech recognition. ICASSP 2001: 337-340 - [c34]Ralf Koetter, Brendan J. Frey, Nemanja Petrovic, David C. Munson Jr.:
Unwrapping phase images by propagating probabilities across graphs. ICASSP 2001: 1845-1848 - [c33]Kannan Achan, Brendan J. Frey, Ralf Koetter, David C. Munson Jr.:
Unwrapping phases by relaxed mean field inference. ICASSP 2001: 1901-1904 - [c32]Nebojsa Jojic, Patrice Y. Simard, Brendan J. Frey, David Heckerman:
Separating Appearance from Deformation. ICCV 2001: 288-294 - [c31]Brendan J. Frey, Li Deng, Alex Acero, Trausti T. Kristjansson:
ALGONQUIN: iterating laplace's method to remove multiple types of acoustic distortion for robust speech recognition. INTERSPEECH 2001: 901-904 - [c30]Brendan J. Frey, Ralf Koetter, Nemanja Petrovic:
"Codes" on images and iterative phase unwrapping. ITW 2001: 9-11 - [c29]Brendan J. Frey, Nebojsa Jojic:
Fast, Large-Scale Transformation-Invariant Clustering. NIPS 2001: 721-727 - [c28]Brendan J. Frey, Anitha Kannan, Nebojsa Jojic:
Product Analysis: Learning to Model Observations as Products of Hidden Variables. NIPS 2001: 729-735 - [c27]Brendan J. Frey, Ralf Koetter, Nemanja Petrovic:
Very loopy belief propagation for unwrapping phase images. NIPS 2001: 737-743 - [c26]Brendan J. Frey, Trausti T. Kristjansson, Li Deng, Alex Acero:
ALGONQUIN - Learning Dynamic Noise Models From Noisy Speech for Robust Speech Recognition. NIPS 2001: 1165-1171 - [c25]Kannan Achan, Brendan J. Frey, Ralf Koetter:
A Factorized Variational Technique for Phase Unwrapping in Markov Random Field. UAI 2001: 1-6 - 2000
- [c24]Brendan J. Frey:
Filling In Scenes by Propagating Probabilities through Layers and Into Appearance Models. CVPR 2000: 1185-1192 - [c23]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 - [c22]Trausti T. Kristjansson, Brendan J. Frey, Thomas S. Huang:
Event-Coupled Hidden Markov Models. IEEE International Conference on Multimedia and Expo (I) 2000: 385-388 - [c21]Milind R. Naphade, Lawrence S. Chen, Thomas S. Huang, Brendan J. Frey:
Learning Sparse Multiple Cause Models. ICPR 2000: 2642-2647 - [c20]Brendan J. Frey, Anitha Kannan:
Accumulator Networks: Suitors of Local Probability Propagation. NIPS 2000: 486-492 - [c19]Brendan J. Frey, Relu Patrascu, Tommi S. Jaakkola, Jodi Moran:
Sequentially Fitting "Inclusive" Trees for Inference in Noisy-OR Networks. NIPS 2000: 493-499 - [c18]Trausti T. Kristjansson, Brendan J. Frey:
Keeping Flexible Active Contours on Track using Metropolis Updates. NIPS 2000: 859-865 - [c17]Brendan J. Frey, Nebojsa Jojic:
Learning Graphical Models of Images, Videos and Their Spatial Transformations. UAI 2000: 184-191
1990 – 1999
- 1999
- [j4]Brendan J. Frey, Geoffrey E. Hinton:
Variational Learning in Nonlinear Gaussian Belief Networks. Neural Comput. 11(1): 193-213 (1999) - [c16]Brendan J. Frey, Nebojsa Jojic:
Estimating Mixture Models of Images and Inferring Spatial Transformations Using the EM Algorithm. CVPR 1999: 1416-1422 - [c15]Antonio Colmenarez, Brendan J. Frey, Thomas S. Huang:
A Probabilistic Framework for Embedded Face and Facial Expression Recognition. CVPR 1999: 1592-1597 - [c14]Vladimir Pavlovic
, Brendan J. Frey, Thomas S. Huang:
Time-Series Classification Using Mixed-State Dynamic Bayesian Networks. CVPR 1999: 2609- - [c13]Brendan J. Frey, Nebojsa Jojic:
Transformed Component Analysis: Joint Estimation of Spatial Transformations and Image Components. ICCV 1999: 1190-1196 - [c12]Antonio Colmenarez, Brendan J. Frey, Thomas S. Huang:
Embedded Face and Facial Expression Recognition. ICIP (1) 1999: 633-637 - [c11]Antonio Colmenarez, Brendan J. Frey, Thomas S. Huang:
Detection and Tracking of Faces and Facial Features. ICIP (1) 1999: 657-661 - [c10]Brendan J. Frey:
Local Probability Propagation for Factor Analysis. NIPS 1999: 442-448 - [c9]Nebojsa Jojic, Brendan J. Frey:
Topographic Transformation as a Discrete Latent Variable. NIPS 1999: 477-483 - [c8]Vladimir Pavlovic, Brendan J. Frey, Thomas S. Huang:
Variational Learning in Mixed-State Dynamic Graphical Models. UAI 1999: 522-530 - 1998
- [j3]Brendan J. Frey, Frank R. Kschischang
:
Early Detection and Trellis Splicing: Reduced-Complexity Iterative Decoding. IEEE J. Sel. Areas Commun. 16(2): 153-159 (1998) - [j2]Frank R. Kschischang
, Brendan J. Frey:
Iterative Decoding of Compound Codes by Probability Propagation in Graphical Models. IEEE J. Sel. Areas Commun. 16(2): 219-230 (1998) - [c7]Brendan J. Frey, Antonio Colmenarez, Thomas S. Huang:
Mixtures of Local Linear Subspaces for Face Recognition. CVPR 1998: 32-37 - [c6]Milind R. Naphade, Trausti T. Kristjansson, Brendan J. Frey, Thomas S. Huang:
Probabalistic Multimedia Objects (Multijects): A Novel Approach to Video Indexing and Retrieval in Multimedia Systems. ICIP (3) 1998: 536-540 - 1997
- [j1]Brendan J. Frey, Geoffrey E. Hinton:
Efficient Stochastic Source Coding and an Application to a Bayesian Network Source Model. Comput. J. 40(2/3): 157-165 (1997) - [c5]Brendan J. Frey:
Variational Inference for continuous Sigmoidal Bayesian Networks. AISTATS 1997: 211-222 - [c4]Brendan J. Frey, David J. C. MacKay:
A Revolution: Belief Propagation in Graphs with Cycles. NIPS 1997: 479-485 - 1996
- [c3]Brendan J. Frey, Geoffrey E. Hinton:
Free Energy Coding. Data Compression Conference 1996: 73-81 - [c2]Brendan J. Frey:
Continuous Sigmoidal Belief Networks Trained using Slice Sampling. NIPS 1996: 452-458 - 1995
- [c1]Brendan J. Frey, Geoffrey E. Hinton, Peter Dayan:
Does the Wake-sleep Algorithm Produce Good Density Estimators? NIPS 1995: 661-667
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
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