Ya Zhang

According to our database1, Ya Zhang authored at least 57 papers between 2012 and 2019.

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Bibliography

2019
Predicting the Top-N Popular Videos via a Cross-Domain Hybrid Model.
IEEE Trans. Multimedia, 2019

Deep Learning From Noisy Image Labels With Quality Embedding.
IEEE Trans. Image Processing, 2019

Understanding VAEs in Fisher-Shannon Plane.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Safeguarded Dynamic Label Regression for Noisy Supervision.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Joint Latent Dirichlet Allocation for Social Tags.
IEEE Trans. Multimedia, 2018

Query-Free Clothing Retrieval via Implicit Relevance Feedback.
IEEE Trans. Multimedia, 2018

Stopping Criterion for Active Learning with Model Stability.
ACM TIST, 2018

Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Masking: A New Perspective of Noisy Supervision.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Collaborative Learning for Weakly Supervised Object Detection.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Separating Style and Content for Generalized Style Transfer.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Chinese Handwriting Imitation with Hierarchical Generative Adversarial Network.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Active Learning for Classification with Maximum Model Change.
ACM Trans. Inf. Syst., 2017

Batch Mode Active Learning for Regression With Expected Model Change.
IEEE Trans. Neural Netw. Learning Syst., 2017

Friend or Foe: Fine-Grained Categorization With Weak Supervision.
IEEE Trans. Image Processing, 2017

Deep hashing with triplet quantization loss.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Clothing retrieval with visual attention model.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

From Theory to Practice: Efficient Active Cost-sensitive Classification with Expected Error Reduction.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Describing Geographical Characteristics with Social Images.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Discovering User Interests from Social Images.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Unsupervised Triplet Hashing for Fast Image Retrieval.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Cold-Start Group Profiling with a Clustering-Coupled Topic Model.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Predicting Relative Popularity via an End-to-End Multi-modality Model.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

On evaluation the quality of subjective S3D comfort assessment.
Proceedings of the 2017 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2017

An improved pairwise comparison scaling method for subjective image quality assessment.
Proceedings of the 2017 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2017

2016
Multinomial Latent Logistic Regression for Image Understanding.
IEEE Trans. Image Processing, 2016

A Novel Time Series Approach for Predicting the Long-Term Popularity of Online Videos.
TBC, 2016

A parameter partial-sharing CNN architecture for cross-domain clothing retrieval.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Preference Aware Recommendation Based on Categorical Information.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Part-Stacked CNN for Fine-Grained Visual Categorization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Comparison of regressors on 3D visual discomfort prediction.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2016

Synergy and antagonism in online advertising.
Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016

2015
Active Learning for Web Search Ranking via Noise Injection.
TWEB, 2015

A Time-Topic Coupled LDA Model for IPTV User Behaviors.
TBC, 2015

Active learning for ranking with sample density.
Inf. Retr. Journal, 2015

Online Learning Algorithm for Collective LDA.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Joint Latent Dirichlet Allocation for non-iid social tags.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

IOHMM for location prediction with missing data.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

A depth map estimation approach for trinocular stereo.
Proceedings of the 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2015

Visual comfort assessment of stereoscopic images with multiple salient objects.
Proceedings of the 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2015

A new approach to create 3D fixation density maps for stereoscopic images.
Proceedings of the 2015 3DTV-Conference: The True Vision, 2015

2014
Social Image Analysis From a Non-IID Perspective.
IEEE Trans. Multimedia, 2014

Coupled K-Nearest Centroid Classification for Non-iid Data.
Trans. Computational Collective Intelligence, 2014

An Urban-Rural Dual Structure for the Digital Terrestrial Television Broadcasting System of FOBTV.
TBC, 2014

Behavior Informatics: A New Perspective.
IEEE Intelligent Systems, 2014

Exploring Residual and Spatial Consistency for Object Detection.
Proceedings of the VISAPP 2014, 2014

Active Learning for Support Vector Machines with Maximum Model Change.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Stability-Based Stopping Criterion for Active Learning.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Architectural Style Classification Using Multinomial Latent Logistic Regression.
Proceedings of the Computer Vision - ECCV 2014, 2014

Lifetime popularity prediction for online videos.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

Feature Selection at the Discrete Limit.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Reorder user's tweets.
ACM TIST, 2013

Maximizing Expected Model Change for Active Learning in Regression.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Automatic generated recommendation for movie trailers.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

Learning Heterogeneous Coupling Relationships Between Non-IID Terms.
Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

2012
Variance maximization via noise injection for active sampling in learning to rank.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012


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