Erik B. Sudderth
Orcid: 0000-0002-0595-9726Affiliations:
- University of California, Irvine, CA, USA
- Brown University, Providence, RI, USA (former)
According to our database1,
Erik B. Sudderth
authored at least 79 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on ics.uci.edu
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Bibliography
2024
Bayesian temporal biclustering with applications to multi-subject neuroscience studies.
CoRR, 2024
2023
Unbiased Learning of Deep Generative Models with Structured Discrete Representations.
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Unbiased learning of deep generative models with structured discrete representations.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts.
IEEE Trans. Pattern Anal. Mach. Intell., 2020
Learning Consistent Deep Generative Models from Sparse Data via Prediction Constraints.
CoRR, 2020
2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 International Conference on 3D Vision, 2017
2016
Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
IEEE Trans. Signal Process., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
IEEE Signal Process. Mag., 2010
Proceedings of the UAI 2010, 2010
Layered image motion with explicit occlusions, temporal consistency, and depth ordering.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Statistical Relational Artificial Intelligence, 2010
2009
Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Nonparametric belief propagation for distributed tracking of robot networks with noisy inter-distance measurements.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
2008
IEEE Signal Process. Mag., 2008
Int. J. Comput. Vis., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Machine Learning, 2008
2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 10th International Conference on Information Fusion, 2007
2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
2004
IEEE Trans. Signal Process., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
2002
Statistical and Information-Theoretic Methods for Self-Organization and Fusion of Multimodal, Networked Sensors.
Int. J. High Perform. Comput. Appl., 2002
2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000