Kai Yu

Jitendra Malik

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Real-time clothing recognition in surveillance videos.

[BibT_eX]

[DOI]

Ming Yang

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Contextual weighting for vocabulary tree based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Learning image representations from the pixel level via hierarchical sparse coding.

[BibT_eX]

[DOI]

Yuanqing Lin

John D. Lafferty

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Correspondence driven adaptation for human profile recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Large-scale image classification: Fast feature extraction and SVM training.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Efficient re-ranking in vocabulary tree based image retrieval.

[BibT_eX]

[DOI]

Xiaoyu Wang

Ming Yang

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Feature Selection for Gene Expression Using Model-Based Entropy.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Videos Semantic Indexing using Image Classification.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Deep Coding Network.

[BibT_eX]

[DOI]

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

Improved Local Coordinate Coding using Local Tangents.

[BibT_eX]

[DOI]

Tong Zhang

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Image Classification Using Super-Vector Coding of Local Image Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

Efficient Highly Over-Complete Sparse Coding Using a Mixture Model.

[BibT_eX]

[DOI]

Jianchao Yang

Thomas S. Huang

Proceedings of the Computer Vision - ECCV 2010, 2010

Predicting Facial Beauty without Landmarks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

Supervised translation-invariant sparse coding.

[BibT_eX]

[DOI]

Jianchao Yang

Thomas S. Huang

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Locality-constrained Linear Coding for image classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Detecting Human Actions in Surveillance Videos.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

UCSC at Relevance Feedback Track.

[BibT_eX]

[DOI]

Lanbo Zhang

Jadiel de Arma

Proceedings of The Eighteenth Text REtrieval Conference, 2009

Fast nonparametric matrix factorization for large-scale collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Nonlinear Learning using Local Coordinate Coding.

[BibT_eX]

[DOI]

Tong Zhang

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

Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Large-scale collaborative prediction using a nonparametric random effects model.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Tutorial summary: Learning with dependencies between several response variables.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Human action detection by boosting efficient motion features.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Linear spatial pyramid matching using sparse coding for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Learning multiple graphs for document recommendations.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

Surveillance Event Detection.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Non-greedy active learning for text categorization using convex transductive experimental design.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Stochastic Relational Models for Large-scale Dyadic Data using MCMC.

[BibT_eX]

[DOI]

Shenghuo Zhu

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Deep Learning with Kernel Regularization for Visual Recognition.

[BibT_eX]

[DOI]

Wei Xu

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

2007

Combining content and link for classification using matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Predictive Matrix-Variate t Models.

[BibT_eX]

[DOI]

Shenghuo Zhu

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Gaussian Process Models for Link Analysis and Transfer Learning.

[BibT_eX]

[DOI]

Wei Chu

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Fast Inference in Infinite Hidden Relational Models.

[BibT_eX]

[DOI]

Proceedings of the Mining and Learning with Graphs, 2007

Robust multi-task learning with <i>t</i>-processes.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Local learning projections.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

2006

Multi-Output Regularized Feature Projection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Infinite Hidden Relational Models.

[BibT_eX]

[DOI]

Proceedings of the UAI '06, 2006

Stochastic Relational Models for Discriminative Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Supervised probabilistic principal component analysis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Collaborative ordinal regression.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Active learning via transductive experimental design.

[BibT_eX]

[DOI]

Jinbo Bi

Proceedings of the Machine Learning, 2006

Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Multi-label informed latent semantic indexing.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

A Probabilistic Clustering-Projection Model for Discrete Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Soft Clustering on Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Learning Gaussian processes from multiple tasks.

[BibT_eX]

[DOI]

Anton Schwaighofer

Proceedings of the Machine Learning, 2005

Dirichlet enhanced relational learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2005

Hierarchy-Regularized Latent Semantic Indexing.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Multi-Output Regularized Projection.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Statistical learning approaches to information filtering.

[BibT_eX]

[DOI]

PhD thesis, 2004

Probabilistic Memory-Based Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

A nonparametric hierarchical bayesian framework for information filtering.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Learning Gaussian Process Kernels via Hierarchical Bayes.

[BibT_eX]

[DOI]

Anton Schwaighofer

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Dirichlet Enhanced Latent Semantic Analysis.

[BibT_eX]

Proceedings of the LWA 2004: Lernen - Wissensentdeckung - Adaptivität, Berlin, 4., 2004

Heterogenous Data Fusion via a Probabilistic Latent-Variable Model.

[BibT_eX]

[DOI]

Proceedings of the Organic and Pervasive Computing, 2004

2003

Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2003

Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes.

[BibT_eX]

[DOI]

Proceedings of the UAI '03, 2003

Knowing a tree from the forest: art image retrieval using a society of profiles.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

An Introduction to Nonparametric Hierarchical Bayesian Modelling with a Focus on Multi-agent Learning.

[BibT_eX]

[DOI]