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Publications of "Erik B. Sudderth" ( http://dblp.L3S.de/Authors/Erik_B._Sudderth )

URL (Homepage):  http://www.ics.uci.edu/~sudderth/  Author page on DBLP  Author page in RDF  Community of Erik B. Sudderth in ASPL-2

Publication years (Num. hits)
2000-2007 (15) 2008-2011 (18) 2012-2014 (15) 2015-2017 (15) 2018-2019 (9)
Publication types (Num. hits)
article(19) inproceedings(52) phdthesis(1)
Venues (Conferences, Journals, ...)
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The graphs summarize 23 occurrences of 23 keywords

Results
Found 73 publication records. Showing 72 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Zhile Ren, Erik B. Sudderth Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Geng Ji 0001, Dehua Cheng, Huazhong Ning, Changhe Yuan, Hanning Zhou, Liang Xiong, Erik B. Sudderth Variational Training for Large-Scale Noisy-OR Bayesian Networks. Search on Bibsonomy UAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction. Search on Bibsonomy CVPR Workshops The full citation details ... 2019 DBLP  BibTeX  RDF
1Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang 0001, Erik B. Sudderth, Jan Kautz A Fusion Approach for Multi-Frame Optical Flow Estimation. Search on Bibsonomy WACV The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang 0001, Erik B. Sudderth, Jan Kautz A Fusion Approach for Multi-Frame Optical Flow Estimation. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhile Ren, Erik B. Sudderth 3D Object Detection With Latent Support Surfaces. Search on Bibsonomy CVPR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang 0001, Erik B. Sudderth, Jan Kautz A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation. Search on Bibsonomy ECCV Workshops (6) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Michael C. Hughes, Gabriel Hope, Leah Weiner, Thomas H. McCoy Jr., Roy H. Perlis, Erik B. Sudderth, Finale Doshi-Velez Semi-Supervised Prediction-Constrained Topic Models. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Dae Il Kim, Benjamin F. Swanson, Michael C. Hughes, Erik B. Sudderth Refinery: An Open Source Topic Modeling Web Platform. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Geng Ji 0001, Robert Bamler, Erik B. Sudderth, Stephan Mandt Bayesian Paragraph Vectors. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth Cascaded Scene Flow Prediction using Semantic Segmentation. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Michael C. Hughes, Gabriel Hope, Leah Weiner, Thomas H. McCoy Jr., Roy H. Perlis, Erik B. Sudderth, Finale Doshi-Velez Prediction-Constrained Topic Models for Antidepressant Recommendation. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Michael C. Hughes, Leah Weiner, Gabriel Hope, Thomas H. McCoy Jr., Roy H. Perlis, Erik B. Sudderth, Finale Doshi-Velez Prediction-Constrained Training for Semi-Supervised Mixture and Topic Models. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth Cascaded Scene Flow Prediction Using Semantic Segmentation. Search on Bibsonomy 3DV The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Daniel Milstein, Jason Pacheco, Leigh J. Hochberg, John D. Simeral, Beata Jarosiewicz, Erik B. Sudderth Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Geng Ji 0001, Michael C. Hughes, Erik B. Sudderth From Patches to Images: A Nonparametric Generative Model. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Michael C. Hughes, Erik B. Sudderth Fast Learning of Clusters and Topics via Sparse Posteriors. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Zhile Ren, Erik B. Sudderth Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients. Search on Bibsonomy CVPR The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Ryan P. Adams, Emily B. Fox, Erik B. Sudderth, Yee Whye Teh Guest Editors' Introduction to the Special Issue on Bayesian Nonparametrics. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Deqing Sun, Erik B. Sudderth, Hanspeter Pfister Layered RGBD scene flow estimation. Search on Bibsonomy CVPR The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Michael C. Hughes, William T. Stephenson, Erik B. Sudderth Scalable Adaptation of State Complexity for Nonparametric Hidden Markov Models. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Jason Pacheco, Erik B. Sudderth Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach. Search on Bibsonomy ICML The full citation details ... 2015 DBLP  BibTeX  RDF
1Michael C. Hughes, Dae Il Kim, Erik B. Sudderth Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process. Search on Bibsonomy AISTATS The full citation details ... 2015 DBLP  BibTeX  RDF
1Soumya Ghosh, Michalis Raptis, Leonid Sigal, Erik B. Sudderth Nonparametric Clustering with Distance Dependent Hierarchies. Search on Bibsonomy UAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Jason Pacheco, Silvia Zuffi, Michael J. Black, Erik B. Sudderth Preserving Modes and Messages via Diverse Particle Selection. Search on Bibsonomy ICML The full citation details ... 2014 DBLP  BibTeX  RDF
1Deqing Sun, Jonas Wulff, Erik B. Sudderth, Hanspeter Pfister, Michael J. Black A Fully-Connected Layered Model of Foreground and Background Flow. Search on Bibsonomy CVPR The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Michael C. Hughes, Erik B. Sudderth Memoized Online Variational Inference for Dirichlet Process Mixture Models. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Dae Il Kim, Prem Gopalan, David M. Blei, Erik B. Sudderth Efficient Online Inference for Bayesian Nonparametric Relational Models. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Nimar S. Arora, Rodrigo de Salvo Braz, Erik B. Sudderth, Stuart J. Russell Gibbs Sampling in Open-Universe Stochastic Languages Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Deqing Sun, Erik B. Sudderth, Michael J. Black Layered segmentation and optical flow estimation over time. Search on Bibsonomy CVPR The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Michael C. Hughes, Erik B. Sudderth Nonparametric discovery of activity patterns from video collections. Search on Bibsonomy CVPR Workshops The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Soumya Ghosh, Erik B. Sudderth Nonparametric learning for layered segmentation of natural images. Search on Bibsonomy CVPR The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Jason L. Pacheco, Erik B. Sudderth Improved variational inference for tracking in clutter. Search on Bibsonomy SSP The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Jason L. Pacheco, Erik B. Sudderth Minimization of Continuous Bethe Approximations: A Positive Variation. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Soumya Ghosh, Erik B. Sudderth, Matthew Loper, Michael J. Black From Deformations to Parts: Motion-based Segmentation of 3D Objects. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Michael Bryant 0002, Erik B. Sudderth Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Michael C. Hughes, Emily B. Fox, Erik B. Sudderth Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Dae Il Kim, Michael C. Hughes, Erik B. Sudderth The Nonparametric Metadata Dependent Relational Model. Search on Bibsonomy ICML The full citation details ... 2012 DBLP  BibTeX  RDF
1Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky Bayesian Nonparametric Inference of Switching Dynamic Linear Models. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Nimar S. Arora, Stuart J. Russell, Paul Kidwell, Erik B. Sudderth Global Seismic Monitoring: A Bayesian Approach. Search on Bibsonomy AAAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Soumya Ghosh, Andrei B. Ungureanu, Erik B. Sudderth, David M. Blei Spatial distance dependent Chinese restaurant processes for image segmentation. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Dae Il Kim, Erik B. Sudderth The Doubly Correlated Nonparametric Topic Model. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Erik B. Sudderth, Alexander T. Ihler, Michael Isard, William T. Freeman, Alan S. Willsky Nonparametric belief propagation. Search on Bibsonomy Commun. ACM The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky Bayesian Nonparametric Methods for Learning Markov Switching Processes. Search on Bibsonomy IEEE Signal Process. Mag. The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Nimar S. Arora, Rodrigo de Salvo Braz, Erik B. Sudderth, Stuart J. Russell Gibbs Sampling in Open-Universe Stochastic Languages. Search on Bibsonomy UAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Nimar S. Arora, Stuart J. Russell, Erik B. Sudderth Automatic Inference in BLOG. Search on Bibsonomy Statistical Relational Artificial Intelligence The full citation details ... 2010 DBLP  BibTeX  RDF
1Deqing Sun, Erik B. Sudderth, Michael J. Black Layered image motion with explicit occlusions, temporal consistency, and depth ordering. Search on Bibsonomy NIPS The full citation details ... 2010 DBLP  BibTeX  RDF
1Nimar S. Arora, Stuart J. Russell, Paul Kidwell, Erik B. Sudderth Global seismic monitoring as probabilistic inference. Search on Bibsonomy NIPS The full citation details ... 2010 DBLP  BibTeX  RDF
1Qiang Ji, Jiebo Luo, Dimitris N. Metaxas, Antonio Torralba 0001, Thomas S. Huang, Erik B. Sudderth Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Jeremy Schiff, Erik B. Sudderth, Kenneth Y. Goldberg Nonparametric belief propagation for distributed tracking of robot networks with noisy inter-distance measurements. Search on Bibsonomy IROS The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky Sharing Features among Dynamical Systems with Beta Processes. Search on Bibsonomy NIPS The full citation details ... 2009 DBLP  BibTeX  RDF
1James A. Hendler, Philipp Cimiano, Dmitri A. Dolgov, Anat Levin, Peter Mika, Brian Milch, Louis-Philippe Morency, Boris Motik, Jennifer Neville, Erik B. Sudderth, Luis von Ahn AI's 10 to Watch. Search on Bibsonomy IEEE Intelligent Systems The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Darpa Urban Challenge, ontologies, machine learning, information retrieval, Semantic Web, computer vision, social networks, artificial intelligence, robots, natural language processing, NLP, intelligent systems, intelligent transportation systems, computational linguistics, human computation, computational photography, Captchas, statistical relational learning, statistical relational learning, multimodal perception
1Erik B. Sudderth, Antonio Torralba 0001, William T. Freeman, Alan S. Willsky Describing Visual Scenes Using Transformed Objects and Parts. Search on Bibsonomy International Journal of Computer Vision The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Hierarchical Dirichlet process, Context, Object recognition, Transformation, Graphical models, Scene analysis, Dirichlet process
1Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky Nonparametric Bayesian Learning of Switching Linear Dynamical Systems. Search on Bibsonomy NIPS The full citation details ... 2008 DBLP  BibTeX  RDF
1Erik B. Sudderth, Michael I. Jordan Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes. Search on Bibsonomy NIPS The full citation details ... 2008 DBLP  BibTeX  RDF
1Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky An HDP-HMM for systems with state persistence. Search on Bibsonomy ICML The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Jyri J. Kivinen, Erik B. Sudderth, Michael I. Jordan Learning Multiscale Representations of Natural Scenes Using Dirichlet Processes. Search on Bibsonomy ICCV The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Jyri J. Kivinen, Erik B. Sudderth, Michael I. Jordan Image Denoising with Nonparametric Hidden Markov Trees. Search on Bibsonomy ICIP (3) The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Erik B. Sudderth, Martin J. Wainwright, Alan S. Willsky Loop Series and Bethe Variational Bounds in Attractive Graphical Models. Search on Bibsonomy NIPS The full citation details ... 2007 DBLP  BibTeX  RDF
1Emily B. Fox, Erik B. Sudderth, Alan S. Willsky Hierarchical Dirichlet processes for tracking maneuvering targets. Search on Bibsonomy FUSION The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Erik B. Sudderth, Antonio Torralba 0001, William T. Freeman, Alan S. Willsky Depth from Familiar Objects: A Hierarchical Model for 3D Scenes. Search on Bibsonomy CVPR (2) The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Erik B. Sudderth Graphical models for visual object recognition and tracking. Search on Bibsonomy 2006   RDF
1Erik B. Sudderth, Antonio Torralba 0001, William T. Freeman, Alan S. Willsky Learning Hierarchical Models of Scenes, Objects, and Parts. Search on Bibsonomy ICCV The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Erik B. Sudderth, Antonio Torralba 0001, William T. Freeman, Alan S. Willsky Describing Visual Scenes using Transformed Dirichlet Processes. Search on Bibsonomy NIPS The full citation details ... 2005 DBLP  BibTeX  RDF
1Erik B. Sudderth, Martin J. Wainwright, Alan S. Willsky Embedded trees: estimation of Gaussian Processes on graphs with cycles. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Erik B. Sudderth, Michael I. Mandel, William T. Freeman, Alan S. Willsky Visual Hand Tracking Using Nonparametric Belief Propagation. Search on Bibsonomy CVPR Workshops The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Erik B. Sudderth, Michael I. Mandel, William T. Freeman, Alan S. Willsky Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation. Search on Bibsonomy NIPS The full citation details ... 2004 DBLP  BibTeX  RDF
1Erik B. Sudderth, Alexander T. Ihler, William T. Freeman, Alan S. Willsky Nonparametric Belief Propagation. Search on Bibsonomy CVPR (1) The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
1Alexander T. Ihler, Erik B. Sudderth, William T. Freeman, Alan S. Willsky Efficient Multiscale Sampling from Products of Gaussian Mixtures. Search on Bibsonomy NIPS The full citation details ... 2003 DBLP  BibTeX  RDF
1John W. Fisher III, Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky Statistical and Information-Theoretic Methods for Self-Organization and Fusion of Multimodal, Networked Sensors. Search on Bibsonomy IJHPCA The full citation details ... 2002 DBLP  DOI  BibTeX  RDF
1Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky Tree-Based Modeling and Estimation of Gaussian Processes on Graphs with Cycles. Search on Bibsonomy NIPS The full citation details ... 2000 DBLP  BibTeX  RDF
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