Jia Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multi-view clustering by CPS-merge analysis with application to multimodal single-cell data.

[BibT_eX]

[DOI]

Lixiang Zhang

PLoS Comput. Biol., 2023

2022

Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models.

[BibT_eX]

[DOI]

Beomseok Seo

J. Comput. Graph. Stat., 2022

A Machine Learning Paradigm for Studying Pictorial Realism: Are Constable's Clouds More Real than His Contemporaries?

[BibT_eX]

[DOI]

Zhuomin Zhang

Elizabeth C. Mansfield

CoRR, 2022

2021

Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff.

[BibT_eX]

[DOI]

Vincent Pisztora

Yanglan Ou

Xiaolei Huang

Francesca Chiaromonte

CoRR, 2021

Optimal Transport With Relaxed Marginal Constraints.

[BibT_eX]

[DOI]

IEEE Access, 2021

2020

SCOTT: Shape-Location Combined Tracking with Optimal Transport.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2020

Aggregated Wasserstein Distance and State Registration for Hidden Markov Models.

[BibT_eX]

[DOI]

Yukun Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2020

ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild.

[BibT_eX]

[DOI]

Yu Luo

Int. J. Comput. Vis., 2020

CPS analysis: self-contained validation of biomedical data clustering.

[BibT_eX]

[DOI]

Lixiang Zhang

José Antonio Piedra-Fernández

Bioinform., 2020

Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion.

[BibT_eX]

[DOI]

Michael A. Steinberg

IEEE Trans. Geosci. Remote. Sens., 2019

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2019

Optimal transport, mean partition, and uncertainty assessment in cluster analysis.

[BibT_eX]

[DOI]

Beomseok Seo

Stat. Anal. Data Min., 2019

2018

Advancing science and technology with big data analytics.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2018

2017

Fast Discrete Distribution Clustering Using Wasserstein Barycenter With Sparse Support.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Severe Thunderstorm Detection by Visual Learning Using Satellite Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Clustering with Hidden Markov Model on Variable Blocks.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2017

Aggregated Wasserstein Metric and State Registration for Hidden Markov Models.

[BibT_eX]

[DOI]

Yukun Chen

CoRR, 2017

Learning from Noisy Labels with Distillation.

[BibT_eX]

[DOI]

CoRR, 2017

Beyond Saliency: Assessing Visual Balance with High-level Cues.

[BibT_eX]

[DOI]

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

An investigation into three visual characteristics of complex scenes that evoke human emotion.

[BibT_eX]

[DOI]

Xin Lu

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016

Distance-based mixture modeling for classification via hypothetical local mapping.

[BibT_eX]

[DOI]

Mu Qiao

Stat. Anal. Data Min., 2016

Modeling Photographic Composition via Triangles.

[BibT_eX]

[DOI]

CoRR, 2016

Storm Detection by Visual Learning Using Satellite Images.

[BibT_eX]

[DOI]

CoRR, 2016

Identifying Emotions Aroused from Paintings.

[BibT_eX]

[DOI]

Xin Lu

Neela Sawant

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

A Distance for HMMs Based on Aggregated Wasserstein Metric and State Registration.

[BibT_eX]

[DOI]

Yukun Chen

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Parallel Massive Clustering of Discrete Distributions.

[BibT_eX]

[DOI]

Yu Zhang

ACM Trans. Multim. Comput. Commun. Appl., 2015

Accelerated Discrete Distribution Clustering under Wasserstein Distance.

[BibT_eX]

[DOI]

CoRR, 2015

Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces.

[BibT_eX]

[DOI]

Mu Qiao

CoRR, 2015

Modeling Perspective Effects in Photographic Composition.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Photo Composition Feedback and Enhancement - Exploiting Spatial Design Categories and the Notan Dark-Light Principle.

[BibT_eX]

[DOI]

Lei Yao

Proceedings of the Mobile Cloud Visual Media Computing - From Interaction to Service, 2015

2014

Scaling up discrete distribution clustering using ADMM.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Locating visual storm signatures from satellite images.

[BibT_eX]

[DOI]

Yu Zhang

Stephen Wistar

Jose A. Piedra-Fernández

Michael A. Steinberg

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Enhancing Training Collections for Image Annotation: An Instance-Weighted Mixture Modeling Approach.

[BibT_eX]

[DOI]

Neela Sawant

IEEE Trans. Image Process., 2013

Parallel D2-Clustering: Large-Scale Clustering of Discrete Distributions

[BibT_eX]

[DOI]

Yu Zhang

CoRR, 2013

2012

Rhythmic Brushstrokes Distinguish van Gogh from His Contemporaries: Findings via Automated Brushstroke Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2012

On shape and the computability of emotions.

[BibT_eX]

[DOI]

Xin Lu

Poonam Suryanarayan

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

A Work-Centered Visual Analytics Model to Support Engineering Design with Interactive Visualization and Data-Mining.

[BibT_eX]

[DOI]

Xiaolong (Luke) Zhang

Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2011

Aesthetics and Emotions in Images.

[BibT_eX]

[DOI]

Elena A. Fedorovskaya

IEEE Signal Process. Mag., 2011

Agglomerative connectivity constrained clustering for image segmentation.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2011

Automatic image semantic interpretation using social action and tagging data.

[BibT_eX]

[DOI]

Neela Sawant

Multim. Tools Appl., 2011

2010

Two-way Gaussian mixture models for high dimensional classification.

[BibT_eX]

[DOI]

Mu Qiao

Stat. Anal. Data Min., 2010

Large-scale image and video search: Challenges, technologies, and trends.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2010

Quest for relevant tags using local interaction networks and visual content.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

2009

Exploiting the human-machine gap in image recognition for designing CAPTCHAs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2009

Characterizing elegance of curves computationally for distinguishing Morrisseau paintings and the imitations.

[BibT_eX]

[DOI]

Lei Yao

Proceedings of the International Conference on Image Processing, 2009

2008

Image processing for artist identification.

[BibT_eX]

[DOI]

C. Richard Johnson Jr.

IEEE Signal Process. Mag., 2008

Real-Time Computerized Annotation of Pictures.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Image retrieval: Ideas, influences, and trends of the new age.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2008

Collaboration over time: characterizing and modeling network evolution.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Web Search and Web Data Mining, 2008

Real-time automatic tag recommendation.

[BibT_eX]

[DOI]

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

Algorithmic inferencing of aesthetics and emotion in natural images: An exposition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

2007

Toward Bridging the Annotation-Retrieval Gap in Image Search.

[BibT_eX]

[DOI]

IEEE Multim., 2007

Generative models for name disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on World Wide Web, 2007

Learning the consensus on visual quality for next-generation image management.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Tagging over time: real-world image annotation by lightweight meta-learning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Multimedia 2007, 2007

New challenges in multimedia research for the increasingly connected and fast growing digital society.

[BibT_eX]

[DOI]

Arnold W. M. Smeulders

Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Efficient topic-based unsupervised name disambiguation.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007

Learning User Clicks in Web Search.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Extracting Author Meta-Data from Web Using Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

The Story Picturing Engine - a system for automatic text illustration.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2006

A Computationally Efficient Approach to the Estimation of Two- and Three-Dimensional Hidden Markov Models.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

Machine annotation and retrieval for digital imagery of historical materials.

[BibT_eX]

[DOI]

Int. J. Digit. Libr., 2006

Two-way Poisson mixture models for simultaneous document classification and word clustering.

[BibT_eX]

[DOI]

Hongyuan Zha

Comput. Stat. Data Anal., 2006

Probabilistic models for discovering e-communities.

[BibT_eX]

[DOI]

Proceedings of the 15th international conference on World Wide Web, 2006

PARAgrab: A Comprehensive Architecture for Web Image Management and Multimodal Querying.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Toward bridging the annotation-retrieval gap in image search by a generative modeling approach.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Studying Aesthetics in Photographic Images Using a Computational Approach.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

2005

IMAGINATION: a robust image-based CAPTCHA generation system.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM International Conference on Multimedia, 2005

A mutual semantic endorsement approach to image retrieval and context provision.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Content-based image retrieval: approaches and trends of the new age.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

A new Mallows distance based metric for comparing clusterings.

[BibT_eX]

[DOI]

Ding Zhou

Hongyuan Zha

Proceedings of the Machine Learning, 2005

Parameter estimation of multi-dimensional hidden Markov models - a scalable approach.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

ALIP: The Automatic Linguistic Indexing of Pictures System.

[BibT_eX]

[DOI]

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

2004

Machine Learning and Statistical Modeling Approaches to Image Retrieval

[BibT_eX]

[DOI]

Yixin Chen

The Kluwer International Series on Information Retrieval 14, Kluwer, ISBN: 978-1-4020-8035-7, 2004

Studying digital imagery of ancient paintings by mixtures of stochastic models.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2004

The story picturing engine: finding elite images to illustrate a story using mutual reinforcement.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Stochastic modeling of volume images with a 3-d hidden markov model.

[BibT_eX]

[DOI]

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Significance of Interspecies Matches when Evolutionary Rate Varies.

[BibT_eX]

[DOI]

Webb Miller

J. Comput. Biol., 2003

Evaluation strategies for automatic linguistic indexing of pictures.

[BibT_eX]

[DOI]

Sui Ching Lin

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

A Lagrangian formulation of Zador's entropy-constrained quantization theorem.

[BibT_eX]

[DOI]

Tamás Linder

IEEE Trans. Inf. Theory, 2002

Significance Of inter-species matches when evolutionary rate varies.

[BibT_eX]

[DOI]

Webb Miller

Proceedings of the Sixth Annual International Conference on Computational Biology, 2002

Learning-based linguistic indexing of pictures with 2--d MHMMs.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

A Source Coding Approach to Classification by Vector Quantization and the Principle of Minimum Description Length.

[BibT_eX]

[DOI]

Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

Simultaneous Classification and Feature Clustering Using Discriminant Vector Quantization with Applications to Microarray Data Analysis.

[BibT_eX]

[DOI]

Hongyuan Zha

Proceedings of the 1st IEEE Computer Society Bioinformatics Conference, 2002

2001

SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries.

[BibT_eX]

[DOI]

Gio Wiederhold

IEEE Trans. Pattern Anal. Mach. Intell., 2001

Unsupervised Multiresolution Segmentation for Images with Low Depth of Field.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2001

FIRM: fuzzily integrated region matching for content-based image retrieval.

[BibT_eX]

[DOI]

Yixin Chen

Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

On Zador's Entropy-Constrained Quantization Theorem.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2001

2000

Image classification by a two-dimensional hidden Markov model.

[BibT_eX]

[DOI]

Amir Najmi

IEEE Trans. Signal Process., 2000

Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models.

[BibT_eX]

[DOI]

Richard A. Olshen

IEEE Trans. Inf. Theory, 2000

Context-based multiscale classification of document images using wavelet coefficient distributions.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2000

IRM: integrated region matching for image retrieval.

[BibT_eX]

[DOI]

Gio Wiederhold

Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Classification of Textured and Non-Textured Images Using Region Segmentation.

[BibT_eX]

[DOI]

Gio Wiederhold

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

Asymptotic Performance of Vector Quantizers with a Perceptual Distortion Measure.

[BibT_eX]

[DOI]

Navin Chaddha

IEEE Trans. Inf. Theory, 1999

Semantics-sensitive Retrieval for Digital Picture Libraries.

[BibT_eX]

[DOI]

D Lib Mag., 1999

Image Classification Based on a Multiresolution Two Dimensional Hidden Markov Model.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Conference on Image Processing, 1999

Multiresolution Object-of-Interest Detection for Images with Low Depth of Field.

[BibT_eX]

[DOI]

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Joint Image Compression and Classification with Vector Quantization and a Two Dimensional Hidden Markov Model.

[BibT_eX]

[DOI]

Richard A. Olshen

Proceedings of the Data Compression Conference, 1999

1998

System for screening objectionable images.

[BibT_eX]

[DOI]

Comput. Commun., 1998

Classifying Objectionable Websites Based on Image Content.

[BibT_eX]

[DOI]

Proceedings of the Interactive Distributed Multimedia Systems and Telecommunication Services, 1998

Text and Picture Segmentation by the Distribution Analysis of Wavelet Coefficients.

[BibT_eX]

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Context based Multiscale Classification of Images.

[BibT_eX]