Differentiable Hierarchical Optimal Transport for Robust Multi-View Learning

von Luo, Dixin
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2023)

Representing Graphs via Gromov-Wasserstein Factorization

von Xu, Hongteng
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2023)

Information-Theoretic Compressive Measurement Design

von Wang, Liming
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2017)

Compressive sensing by learning a Gaussian mixture model from measurements

von Yang, Jianbo
Veröffentlicht in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2015)

Negative Binomial Process Count and Mixture Modeling

von Zhou, Mingyuan
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2015)

A Bayesian Nonparametric Approach to Image Super-Resolution

von Polatkan, Gungor
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2015)

Video compressive sensing using Gaussian mixture models

von Yang, Jianbo
Veröffentlicht in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2014)

Deep learning with hierarchical convolutional factor analysis

von Chen, Bo
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2013)

Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images

von Zhou, Mingyuan
Veröffentlicht in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2012)

Bayesian robust principal component analysis

von Ding, Xinghao
Veröffentlicht in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2011)

Hierarchical bayesian modeling of topics in time-stamped documents

von Pruteanu-Malinici, Iulian
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2010)

Semisupervised multitask learning

von Liu, Qiuhua
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2009)

Semisupervised learning of hidden Markov models via a homotopy method

von Ji, Shihao
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2009)

Infinite hidden Markov models for unusual-event detection in video

von Pruteanu-Malinici, Iulian
Veröffentlicht in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2008)

On classification with incomplete data

von Williams, David
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2007)

Variational Bayes for continuous hidden Markov models and its application to active learning

von Ji, Shihao
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2006)

A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure

von Chang, Shaorong
Veröffentlicht in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society (2006)

Sparse multinomial logistic regression fast algorithms and generalization bounds

von Krishnapuram, Balaji
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2005)

Application of the theory of optimal experiments to adaptive electromagnetic-induction sensing of buried targets

von Liao, Xuejun
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2004)

A Bayesian approach to joint feature selection and classifier design

von Krishnapuram, Balaji
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2004)