Yuxin Peng

According to our database1, Yuxin Peng authored at least 115 papers between 2003 and 2019.

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Bibliography

2019
SSDH: Semi-Supervised Deep Hashing for Large Scale Image Retrieval.
IEEE Trans. Circuits Syst. Video Techn., 2019

Hierarchical Vision-Language Alignment for Video Captioning.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

2018
Query-Adaptive Image Retrieval by Deep-Weighted Hashing.
IEEE Trans. Multimedia, 2018

CCL: Cross-modal Correlation Learning With Multigrained Fusion by Hierarchical Network.
IEEE Trans. Multimedia, 2018

Modality-Specific Cross-Modal Similarity Measurement With Recurrent Attention Network.
IEEE Trans. Image Processing, 2018

Object-Part Attention Model for Fine-Grained Image Classification.
IEEE Trans. Image Processing, 2018

An Overview of Cross-Media Retrieval: Concepts, Methodologies, Benchmarks, and Challenges.
IEEE Trans. Circuits Syst. Video Techn., 2018

IEEE Access Special Section Editorial: Recent Advantages of Computer Vision.
IEEE Access, 2018

Multi-attention Guided Activation Propagation in CNNs.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Cost-Sensitive Deep Metric Learning for Fine-Grained Image Classification.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Recursive Pyramid Network with Joint Attention for Cross-Media Retrieval.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Text-to-image Synthesis via Symmetrical Distillation Networks.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multi-Scale Correlation for Sequential Cross-modal Hashing Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Life-long Cross-media Correlation Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Only Learn One Sample: Fine-Grained Visual Categorization with One Sample Training.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Coarse Label Refined Knowledge Reasoning for Fine-Grained Visual Categorization.
Proceedings of the Intelligence Science and Big Data Engineering, 2018

Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Visual Data Synthesis via GAN for Zero-Shot Video Classification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Cross-media Multi-level Alignment with Relation Attention Network.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Cross-modal Bidirectional Translation via Reinforcement Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Dual Adversarial Networks for Zero-shot Cross-media Retrieval.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Progressive Cross-Media Correlation Learning.
Proceedings of the Image and Graphics Technologies and Applications, 2018

Deep Cross-Media Knowledge Transfer.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stacking VAE and GAN for Context-aware Text-to-Image Generation.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Unsupervised Generative Adversarial Cross-Modal Hashing.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Cross-media similarity metric learning with unified deep networks.
Multimedia Tools Appl., 2017

Cross-media analysis and reasoning: advances and directions.
Frontiers of IT & EE, 2017

A framework of mining semantic-based probabilistic event relations for complex activity recognition.
Inf. Sci., 2017

Discriminative latent semantic feature learning for pedestrian detection.
Neurocomputing, 2017

Exploiting distinctive topological constraint of local feature matching for logo image recognition.
Neurocomputing, 2017

Cross-media retrieval by exploiting fine-grained correlation at entity level.
Neurocomputing, 2017

Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Cross-modal Common Representation Learning by Hybrid Transfer Network.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Saliency-guided video classification via adaptively weighted learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Cross-modal deep metric learning with multi-task regularization.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Zero-Shot Cross-Media Retrieval with External Knowledge.
Proceedings of the Internet Multimedia Computing and Service, 2017

Attention-Sharing Correlation Learning for Cross-Media Retrieval.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Fine-Grained Image Classification via Combining Vision and Language.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Semi-Supervised Cross-Media Feature Learning With Unified Patch Graph Regularization.
IEEE Trans. Circuits Syst. Video Techn., 2016

Mining intricate temporal rules for recognizing complex activities of daily living under uncertainty.
Pattern Recognition, 2016

Complex activity recognition using time series pattern dictionary learned from ubiquitous sensors.
Inf. Sci., 2016

Logo Recognition via Improved Topological Constraint.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Cross-Media Retrieval via Semantic Entity Projection.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Cross-Media Shared Representation by Hierarchical Learning with Multiple Deep Networks.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Cross-Media Retrieval by Multimodal Representation Fusion with Deep Networks.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2016

Group Cost-Sensitive Boosting for Multi-Resolution Pedestrian Detection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Sensor-based human activity recognition system with a multilayered model using time series shapelets.
Knowl.-Based Syst., 2015

Effects of compliant and flexible trunks on peak-power of a lizard-inspired robot.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

A Hierarchical Pachinko Allocation Model for Social Sentiment Mining.
Proceedings of the Knowledge Science, Engineering and Management, 2015

The application of two-level attention models in deep convolutional neural network for fine-grained image classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Adaptive Sampling with Optimal Cost for Class-Imbalance Learning.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Learning Cross-Media Joint Representation With Sparse and Semisupervised Regularization.
IEEE Trans. Circuits Syst. Video Techn., 2014

Graph-based multimodal semi-supervised image classification.
Neurocomputing, 2014

Weakly-Supervised Image Parsing via Constructing Semantic Graphs and Hypergraphs.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Semantic Graph Construction for Weakly-Supervised Image Parsing.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Cross-View Feature Learning for Scalable Social Image Analysis.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Exploiting Semantic and Visual Context for Effective Video Annotation.
IEEE Trans. Multimedia, 2013

Latent semantic learning with structured sparse representation for human action recognition.
Pattern Recognition, 2013

Cross-media retrieval by intra-media and inter-media correlation mining.
Multimedia Syst., 2013

L1-graph construction using structured sparsity.
Neurocomputing, 2013

Vocabulary hierarchy optimisation based on spatial context and category information.
IJMIS, 2013

Exhaustive and Efficient Constraint Propagation: A Graph-Based Learning Approach and Its Applications.
International Journal of Computer Vision, 2013

A temporal context model for boosting video annotation.
SCIENCE CHINA Information Sciences, 2013

Learning Descriptive Visual Representation by Semantic Regularized Matrix Factorization.
Proceedings of the IJCAI 2013, 2013

Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression.
Proceedings of the IEEE International Conference on Image Processing, 2013

Cross-media retrieval by cluster-based correlation analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013

Heterogeneous Metric Learning with Joint Graph Regularization for Cross-Media Retrieval.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Unified Constraint Propagation on Multi-View Data.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Effective Heterogeneous Similarity Measure with Nearest Neighbors for Cross-Media Retrieval.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Visual Vocabulary Optimization with Spatial Context for Image Annotation and Classification.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

PDSS: patch-descriptor-similarity space for effective face verification.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Image annotation by semantic sparse recoding of visual content.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Tri-space and ranking based heterogeneous similarity measure for cross-media retrieval.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Heterogeneous Constraint Propagation with Constrained Sparse Representation.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Cross-modality correlation propagation for cross-media retrieval.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Contextual Kernel and Spectral Methods for Learning the Semantics of Images.
IEEE Trans. Image Processing, 2011

Combining multiple clusterings using fast simulated annealing.
Pattern Recognition Letters, 2011

Mining concept relationship in temporal context for effective video annotation.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Combining latent semantic learning and reduced hypergraph learning for semi-supervised image categorization.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Web video search by mutual boosting between the inside and outside text of video.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Spectral learning of latent semantics for action recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Latent Semantic Learning by Efficient Sparse Coding with Hypergraph Regularization.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Symmetric Graph Regularized Constraint Propagation.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Gaussian mixture learning via robust competitive agglomeration.
Pattern Recognition Letters, 2010

Image categorization via robust pLSA.
Pattern Recognition Letters, 2010

Story-Based Retrieval by Learning and Measuring the Concept-Based and Content-Based Similarity.
Proceedings of the Advances in Multimedia Modeling, 2010

Refining video annotation by exploiting inter-shot context.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

AdaOUBoost: adaptive over-sampling and under-sampling to boost the concept learning in large scale imbalanced data sets.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Effective Multi-level Image Representation for Image Categorization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Semantic concept annotation based on audio PLSA model.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Audio retrieval by segment-based manifold-ranking.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Using Multiple Frame Integration for the Text Recognition of Video.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
A Semi-supervised Learning Algorithm on Gaussian Mixture with Automatic Model Selection.
Neural Processing Letters, 2008

Peking University at TRECVID 2008: High Level Feature Extraction.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Unsupervised learning of finite mixtures using entropy regularization and its application to image segmentation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

From Comparing Clusterings to Combining Clusterings.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
OM-based video shot retrieval by one-to-one matching.
Multimedia Tools Appl., 2007

Color-Based Text Extraction for the Image.
Proceedings of the Advances in Multimedia Information Processing, 2007

Color-based clustering for text detection and extraction in image.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

A Theoretical Approach to Construct Highly Discriminative Features with Application in AdaBoost.
Proceedings of the Computer Vision, 2007

2006
Clip-based similarity measure for query-dependent clip retrieval and video summarization.
IEEE Trans. Circuits Syst. Video Techn., 2006

Using Earth Mover's Distance for Audio Clip Retrieval.
Proceedings of the Advances in Multimedia Information Processing, 2006

Audio similarity measure by graph modeling and matching.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

2005
A New Retrieval Model Based on TextTiling for Document Similarity Search.
J. Comput. Sci. Technol., 2005

A New Re-ranking Method for Generic Chinese Text Summarization and Its Evaluation.
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005

Hot Event Detection and Summarization by Graph Modeling and Matching.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

EMD-Based Video Clip Retrieval by Many-to-Many Matching.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

The earth mover's distance as a semantic measure for document similarity.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Clip-based similarity measure for hierarchical video retrieval.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

A Measure Based on Optimal Matching in Graph Theory for Document Similarity.
Proceedings of the Information Retrieval Technology, Asia Information Retrieval Symposium, 2004

2003
Video clip retrieval by maximal matching and optimal matching in graph theory.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003


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