Yuxin Peng

发表

Xin Huang, Yuxin Peng, Zhang Wen, 2020, ACM Trans. Multim. Comput. Commun. Appl..

Chong-Wah Ngo, Yuxin Peng, 2004, MIR '04.

Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification

Yuxin Peng, Chenrui Zhang, Yuxin Peng, 2018, IJCAI.

Fine-Grained Image Classification via Combining Vision and Language

Yuxin Peng, Xiangteng He, Yuxin Peng, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

A temporal context model for boosting video annotation

Yuxin Peng, Jianguo Xiao, Jian Yi, 2012, Science China Information Sciences.

CCL: Cross-modal Correlation Learning With Multigrained Fusion by Hierarchical Network

Yuxin Peng, Jinwei Qi, Xin Huang, 2017, IEEE Transactions on Multimedia.

Color-Based Text Extraction for the Image

Yuxin Peng, Jianguo Xiao, Jian Yi, 2007, PCM.

Combining multiple clusterings using fast simulated annealing

Zhiwu Lu, Yuxin Peng, Horace Ho-Shing Ip, 2011, Pattern Recognit. Lett..

StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization

Yuxin Peng, Junjie Zhao, Xiangteng He, 2018, IJCAI.

Unified Constraint Propagation on Multi-View Data

Zhiwu Lu, Yuxin Peng, Yuxin Peng, 2013, AAAI.

Color vision-based multi-level analysis and fusion for road area detection

Fuchun Sun, Yuxin Peng, Huaping Liu, 2008, 2008 IEEE Intelligent Vehicles Symposium.

Quintuple-Media Joint Correlation Learning With Deep Compression and Regularization

Yuxin Peng, Jinwei Qi, 2020, IEEE Transactions on Circuits and Systems for Video Technology.

Coarse Label Refined Knowledge Reasoning for Fine-Grained Visual Categorization

Yuxin Peng, Xiangyu Zhao, 2018, IScIDE.

Cross-media residual correlation learning

Yuxin Peng, Xin Huang, Mingkuan Yuan, 2017, Applied Informatics.

PKU-ICST at TRECVID 2009: High Level Feature Extraction and Search

Xiaohua Zhai, Lei Cao, Yuxin Peng, 2009 .

A Hierarchical Pachinko Allocation Model for Social Sentiment Mining

Ming Liu, Yuxin Peng, Li Liu, 2015, KSEM.

Combining latent semantic learning and reduced hypergraph learning for semi-supervised image categorization

Zhiwu Lu, Yuxin Peng, 2011, MM '11.

Object-Part Attention Model for Fine-Grained Image Classification

Yuxin Peng, Xiangteng He, Junjie Zhao, 2017, IEEE Transactions on Image Processing.

Progressive Cross-Media Correlation Learning

Yuxin Peng, Xin Huang, 2018, IGTA.

Story-Based Retrieval by Learning and Measuring the Concept-Based and Content-Based Similarity

Yuxin Peng, Jianguo Xiao, 2010, MMM.

Hierarchical Vision-Language Alignment for Video Captioning

Yuxin Peng, Junchao Zhang, Yuxin Peng, 2018, MMM.

Effects of compliant and flexible trunks on peak-power of a lizard-inspired robot

Gong Chen, Yuxin Peng, Haoyong Yu, 2015, 2015 IEEE International Conference on Robotics and Biomimetics (ROBIO).

Only Learn One Sample: Fine-Grained Visual Categorization with One Sample Training

Yuxin Peng, Xiangteng He, 2018, ACM Multimedia.

OM-based video shot retrieval by one-to-one matching

Chong-Wah Ngo, Yuxin Peng, Jianguo Xiao, 2007, Multimedia Tools and Applications.

A New Re-ranking Method for Generic Chinese Text Summarization and Its Evaluation

Xiaojun Wan, Yuxin Peng, 2005, ICADL.

Gaussian mixture learning via robust competitive agglomeration

Zhiwu Lu, Yuxin Peng, Horace Ho-Shing Ip, 2010, Pattern Recognit. Lett..

Learning Descriptive Visual Representation by Semantic Regularized Matrix Factorization

Zhiwu Lu, Yuxin Peng, Yuxin Peng, 2013, IJCAI.

Fine-Grained Visual-Textual Representation Learning

Yuxin Peng, Xiangteng He, Yuxin Peng, 2020, IEEE Transactions on Circuits and Systems for Video Technology.

A Theoretical Approach to Construct Highly Discriminative Features with Application in AdaBoost

Yuxin Peng, Linmi Tao, Guangyou Xu, 2007, ACCV.

Dual Adversarial Networks for Zero-shot Cross-media Retrieval

Yuxin Peng, Jingze Chi, 2018, IJCAI.

Unsupervised Generative Adversarial Cross-modal Hashing

Yuxin Peng, Mingkuan Yuan, Jian Zhang, 2017, AAAI.

Query-Adaptive Image Retrieval by Deep-Weighted Hashing

Yuxin Peng, Jian Zhang, Yuxin Peng, 2016, IEEE Transactions on Multimedia.

Unsupervised learning of finite mixtures using entropy regularization and its application to image segmentation

Zhiwu Lu, Yuxin Peng, Jianguo Xiao, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Semi-Supervised Cross-Media Feature Learning With Unified Patch Graph Regularization

Xiaohua Zhai, Yuxin Peng, Xin Huang, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

Exhaustive and Efficient Constraint Propagation: A Semi-Supervised Learning Perspective and Its Applications pdf

Zhiwu Lu, Yuxin Peng, Horace Ho-Shing Ip, 2011, ArXiv.

IEEE Access Special Section Editorial: Recent Advantages of Computer Vision

Wei Jia, Yuxin Peng, Haibin Ling, 2018, IEEE Access.

Graph-based multimodal semi-supervised image classification

Zhiwu Lu, Yuxin Peng, Jianguo Xiao, 2014, Neurocomputing.

Cross-View Feature Learning for Scalable Social Image Analysis

Yuxin Peng, Jianguo Xiao, Wenxuan Xie, 2014, AAAI.

Heterogeneous Metric Learning with Joint Graph Regularization for Cross-Media Retrieval

Xiaohua Zhai, Yuxin Peng, Jianguo Xiao, 2013, AAAI.

Fast Fine-Grained Image Classification via Weakly Supervised Discriminative Localization

Yuxin Peng, Xiangteng He, Junjie Zhao, 2017, IEEE Transactions on Circuits and Systems for Video Technology.

From comparing clusterings to combining clusterings

Zhiwu Lu, Yuxin Peng, Jianguo Xiao, 2008, AAAI 2008.

Multi-attention Guided Activation Propagation in CNNs

Yuxin Peng, Xiangteng He, Yuxin Peng, 2018, PRCV.

Cost-Sensitive Deep Metric Learning for Fine-Grained Image Classification

Yuxin Peng, Junjie Zhao, 2018, MMM.

Cross-media retrieval by cluster-based correlation analysis

Xiaohua Zhai, Yuxin Peng, Ding Ma, 2013, 2013 IEEE International Conference on Image Processing.

Adaptive Sampling with Optimal Cost for Class-Imbalance Learning

Yuxin Peng, Yuxin Peng, 2015, AAAI.

Visual Vocabulary Optimization with Spatial Context for Image Annotation and Classification

Yuxin Peng, Jianguo Xiao, Zhiguo Yang, 2012, MMM.

Image annotation by semantic sparse recoding of visual content

Zhiwu Lu, Yuxin Peng, Yuxin Peng, 2012, ACM Multimedia.

Attention-Sharing Correlation Learning for Cross-Media Retrieval

Yuxin Peng, Xin Huang, Zhaoda Ye, 2017, ICIG.

Cross-Media Retrieval via Semantic Entity Projection

Lei Huang, Yuxin Peng, 2016, MMM.

Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification

Yuxin Peng, Xiangteng He, Yuxin Peng, 2017, AAAI.

Color Model based real-time Face Detection with AdaBoost in color image

Yuxin Peng, Linmi Tao, Huaping Liu, 2007, 2007 International Conference on Machine Vision.

PDSS: patch-descriptor-similarity space for effective face verification

Xiaohua Zhai, Yuxin Peng, Jianguo Xiao, 2012, ACM Multimedia.

Exploiting Semantic and Visual Context for Effective Video Annotation

Yuxin Peng, Jianguo Xiao, Jian Yi, 2013, IEEE Transactions on Multimedia.

A Measure Based on Optimal Matching in Graph Theory for Document Similarity

Xiaojun Wan, Yuxin Peng, 2004, AIRS.

Learning Cross-Media Joint Representation With Sparse and Semisupervised Regularization

Xiaohua Zhai, Yuxin Peng, Jianguo Xiao, 2014, IEEE Transactions on Circuits and Systems for Video Technology.

Cross-media Multi-level Alignment with Relation Attention Network pdf

Yuxin Peng, Jinwei Qi, Yuxin Yuan, 2018, IJCAI.

A New Benchmark and Approach for Fine-grained Cross-media Retrieval

Yuxin Peng, Liu Xie, Xiangteng He, 2019, ACM Multimedia.

Effective Multi-level Image Representation for Image Categorization

Yuxin Peng, Hao Li, 2010, 2010 20th International Conference on Pattern Recognition.

Exploiting distinctive topological constraint of local feature matching for logo image recognition

Yuxin Peng, Panpan Tang, Yuxin Peng, 2017, Neurocomputing.

Discriminative latent semantic feature learning for pedestrian detection

Yuxin Peng, Chao Zhu, Yuxin Peng, 2017, Neurocomputing.

Cross-media retrieval by exploiting fine-grained correlation at entity level

Lei Huang, Yuxin Peng, 2017, Neurocomputing.

Vocabulary hierarchy optimisation based on spatial context and category information

Yuxin Peng, Jianguo Xiao, Zhiguo Yang, 2013, Int. J. Multim. Intell. Secur..

Visual-textual Attention Driven Fine-grained Representation Learning pdf

Yuxin Peng, Xiangteng He, Yuxin Peng, 2017, ArXiv.

Saliency-guided video classification via adaptively weighted learning

Yuxin Peng, Yunzhen Zhao, Yuxin Peng, 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME).

A framework of mining semantic-based probabilistic event relations for complex activity recognition

Shu Wang, Yuxin Peng, Junhao Wen, 2017, Inf. Sci..

EMD-Based Video Clip Retrieval by Many-to-Many Matching

Chong-Wah Ngo, Yuxin Peng, 2005, CIVR.

Attribute hierarchy based multi-task learning for fine-grained image classification

Yuxin Peng, Junjie Zhao, Xiangteng He, 2020, Neurocomputing.

Semantic Graph Construction for Weakly-Supervised Image Parsing

Yuxin Peng, Jianguo Xiao, Wenxuan Xie, 2014, AAAI.

L1-graph construction using structured sparsity

Zhiwu Lu, Yuxin Peng, Guangyao Zhou, 2013, Neurocomputing.

Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression

Zhiwu Lu, Yuxin Peng, Jianguo Xiao, 2013, 2013 IEEE International Conference on Image Processing.

Zero-Shot Cross-Media Retrieval with External Knowledge

Yuxin Peng, Xin Huang, Jingze Chi, 2017, ICIMCS.

Intelligence Science and Big Data Engineering

Jiwen Lu, Xingpeng Jiang, Yuxin Peng, 2018, Lecture Notes in Computer Science.

Cross-modal Common Representation Learning by Hybrid Transfer Network

Yuxin Peng, Xin Huang, Mingkuan Yuan, 2017, IJCAI.

Heterogeneous Constraint Propagation with Constrained Sparse Representation

Zhiwu Lu, Yuxin Peng, Yuxin Peng, 2012, 2012 IEEE 12th International Conference on Data Mining.

Web video search by mutual boosting between the inside and outside text of video

Yuxin Peng, Zhiguo Yang, Jian Yi, 2011, JCDL '11.

Latent semantic learning with structured sparse representation for human action recognition

Zhiwu Lu, Yuxin Peng, Yuxin Peng, 2011, Pattern Recognit..

Peking University at TRECVID 2008: High Level Feature Extraction

Lei Cao, Yuxin Peng, Hao Li, 2008, TRECVID.

A Semi-supervised Learning Algorithm on Gaussian Mixture with Automatic Model Selection

Zhiwu Lu, Yuxin Peng, 2007, Neural Processing Letters.

Deep Reinforcement Learning for Image Hashing

Yuxin Peng, Jian Zhang, Zhaoda Ye, 2020, IEEE Transactions on Multimedia.

Yuxin Peng, Xin Huang, Jinwei Qi, 2017, Multimedia Tools and Applications.

Using Multiple Frame Integration for the Text Recognition of Video

Yuxin Peng, Jianguo Xiao, Jian Yi, 2009, 2009 10th International Conference on Document Analysis and Recognition.

Sensor-based human activity recognition system with a multilayered model using time series shapelets

Ming Liu, Yuxin Peng, Li Liu, 2015, Knowl. Based Syst..

Color-based clustering for text detection and extraction in image

Yuxin Peng, Jianguo Xiao, Jian Yi, 2007, ACM Multimedia.

MHTN: Modal-Adversarial Hybrid Transfer Network for Cross-Modal Retrieval

Yuxin Peng, Xin Huang, Mingkuan Yuan, 2017, IEEE Transactions on Cybernetics.

Semantic concept annotation based on audio PLSA model

Zhiwu Lu, Yuxin Peng, Jianguo Xiao, 2009, MM '09.

Which and How Many Regions to Gaze: Focus Discriminative Regions for Fine-Grained Visual Categorization

Yuxin Peng, Junjie Zhao, Xiangteng He, 2019, International Journal of Computer Vision.

Logo Recognition via Improved Topological Constraint

Yuxin Peng, Panpan Tang, Yuxin Peng, 2016, MMM.

Latent Semantic Learning by Efficient Sparse Coding with Hypergraph Regularization

Zhiwu Lu, Yuxin Peng, 2011, AAAI.

Cross-media retrieval by intra-media and inter-media correlation mining

Xiaohua Zhai, Yuxin Peng, Jianguo Xiao, 2013, Multimedia Systems.

Object-Part Attention Driven Discriminative Localization for Fine-grained Image Classification pdf

Yuxin Peng, Junjie Zhao, Xiangteng He, 2017, ArXiv.

Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification

Yuxin Peng, Jiaxing Zhang, Zheng Zhang, 2014, ACM Multimedia.

Life-long Cross-media Correlation Learning

Yuxin Peng, Jinwei Qi, Yunkan Zhuo, 2018, ACM Multimedia.

Cross-modality correlation propagation for cross-media retrieval

Xiaohua Zhai, Yuxin Peng, Jianguo Xiao, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Boosted Multi-Task Model for Pedestrian Detection With Occlusion Handling

Yuxin Peng, Chao Zhu, Yuxin Peng, 2015, IEEE Transactions on Image Processing.

Refining video annotation by exploiting inter-shot context

Yuxin Peng, Jianguo Xiao, Jian Yi, 2010, ACM Multimedia.

Cross-Media Shared Representation by Hierarchical Learning with Multiple Deep Networks

Yuxin Peng, Xin Huang, Jinwei Qi, 2016, IJCAI.

Group Cost-Sensitive Boosting for Multi-Resolution Pedestrian Detection

Yuxin Peng, Chao Zhu, Yuxin Peng, 2016, AAAI.

Mining concept relationship in temporal context for effective video annotation

Yuxin Peng, Jianguo Xiao, Jian Yi, 2011, MM '11.

Modality-Specific Cross-Modal Similarity Measurement With Recurrent Attention Network

Yuxin Peng, Jinwei Qi, Yuxin Yuan, 2017, IEEE Transactions on Image Processing.

Hot Event Detection and Summarization by Graph Modeling and Matching

Chong-Wah Ngo, Yuxin Peng, 2005, CIVR.

The application of two-level attention models in deep convolutional neural network for fine-grained image classification

Yuxin Peng, Jiaxing Zhang, Zheng Zhang, 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Show and Tell in the Loop: Cross-Modal Circular Correlation Learning

Yuxin Peng, Jinwei Qi, Yuxin Peng, 2019, IEEE Transactions on Multimedia.

Cross-modal deep metric learning with multi-task regularization

Yuxin Peng, Xin Huang, Yuxin Peng, 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME).

Tri-space and ranking based heterogeneous similarity measure for cross-media retrieval

Xiaohua Zhai, Yuxin Peng, Li Ling, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

An Overview of Cross-Media Retrieval: Concepts, Methodologies, Benchmarks, and Challenges

Xin Huang, Yuxin Peng, Yunzhen Zhao, 2017, IEEE Transactions on Circuits and Systems for Video Technology.

PKU-ICST @TRECVID2012: Known-item Search Task

Xiaohua Zhai, Xin Huang, Yuxin Peng, 2012, TRECVID.

Audio retrieval by segment-based manifold-ranking

Yuxin Peng, Jianguo Xiao, Zhiguo Yang, 2009, 2009 IEEE International Conference on Multimedia and Expo.

Text-to-image Synthesis via Symmetrical Distillation Networks

Yuxin Peng, Mingkuan Yuan, Yuxin Peng, 2018, ACM Multimedia.

Mining intricate temporal rules for recognizing complex activities of daily living under uncertainty

Shu Wang, Ming Liu, Yuxin Peng, 2016, Pattern Recognit..

Symmetric Graph Regularized Constraint Propagation

Zhiwu Lu, Hongtao Lu, Yuxin Peng, 2011, AAAI.

Visual Data Synthesis via GAN for Zero-Shot Video Classification

Yuxin Peng, Chenrui Zhang, Yuxin Peng, 2018, IJCAI.

Reinforced Cross-Media Correlation Learning by Context-Aware Bidirectional Translation

Yuxin Peng, Jinwei Qi, Yuxin Peng, 2020, IEEE Transactions on Circuits and Systems for Video Technology.

Contextual Kernel and Spectral Methods for Learning the Semantics of Images

Zhiwu Lu, Yuxin Peng, Horace Ho-Shing Ip, 2011, IEEE Trans. Image Process..

Zero-Shot Cross-Media Embedding Learning With Dual Adversarial Distribution Network

Yuxin Peng, Jingze Chi, Yuxin Peng, 2020, IEEE Transactions on Circuits and Systems for Video Technology.

Chong-Wah Ngo, Yuxin Peng, Jianguo Xiao, 2006, MM '06.

Effective Heterogeneous Similarity Measure with Nearest Neighbors for Cross-Media Retrieval

Xiaohua Zhai, Yuxin Peng, Jianguo Xiao, 2012, MMM.

Stacking VAE and GAN for Context-aware Text-to-Image Generation

Yuxin Peng, Chenrui Zhang, 2018, 2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM).

A New Retrieval Model Based on TextTiling for Document Similarity Search

Xiaojun Wan, Yuxin Peng, Yuxin Peng, 2005, Journal of Computer Science and Technology.

Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN

Yuxin Peng, Junjie Zhao, Xiangteng He, 2017, ACM Multimedia.

AdaOUBoost: adaptive over-sampling and under-sampling to boost the concept learning in large scale imbalanced data sets

Yuxin Peng, Jia Yao, 2010, MIR '10.

Two-Stream Collaborative Learning With Spatial-Temporal Attention for Video Classification

Yuxin Peng, Junchao Zhang, Yunzhen Zhao, 2017, IEEE Transactions on Circuits and Systems for Video Technology.

Exhaustive and Efficient Constraint Propagation: A Graph-Based Learning Approach and Its Applications

Zhiwu Lu, Yuxin Peng, Yuxin Peng, 2011, International Journal of Computer Vision.

Cross-modal Bidirectional Translation via Reinforcement Learning

Yuxin Peng, Jinwei Qi, Yuxin Peng, 2018, IJCAI.

TPCKT: Two-Level Progressive Cross-Media Knowledge Transfer

Yuxin Peng, Xin Huang, 2019, IEEE Transactions on Multimedia.

Video clip retrieval by maximal matching and optimal matching in graph theory

Chong-Wah Ngo, Yuxin Peng, Jianguo Xiao, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

SSDH: Semi-Supervised Deep Hashing for Large Scale Image Retrieval

Yuxin Peng, Jian Zhang, Yuxin Peng, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

Using Earth Mover's Distance for Audio Clip Retrieval

Yuxin Peng, Xiaoou Chen, Cuihua Fang, 2006, PCM.

Recursive Pyramid Network with Joint Attention for Cross-Media Retrieval

Yuxin Peng, Yuxin Yuan, 2018, MMM.

Weakly-Supervised Image Parsing via Constructing Semantic Graphs and Hypergraphs

Yuxin Peng, Jianguo Xiao, Wenxuan Xie, 2014, ACM Multimedia.

Object-Aware Aggregation With Bidirectional Temporal Graph for Video Captioning

Yuxin Peng, Junchao Zhang, Yuxin Peng, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Deep Cross-Media Knowledge Transfer

Yuxin Peng, Xin Huang, Yuxin Peng, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Multi-Scale Correlation for Sequential Cross-modal Hashing Learning

Yuxin Peng, Zhaoda Ye, Yuxin Peng, 2018, ACM Multimedia.

The earth mover's distance as a semantic measure for document similarity

Xiaojun Wan, Yuxin Peng, Yuxin Peng, 2005, CIKM '05.

SCH-GAN: Semi-Supervised Cross-Modal Hashing by Generative Adversarial Network

Yuxin Peng, Mingkuan Yuan, Jian Zhang, 2018, IEEE Transactions on Cybernetics.

Multi-Pathway Generative Adversarial Hashing for Unsupervised Cross-Modal Retrieval

Yuxin Peng, Jian Zhang, Yuxin Peng, 2020, IEEE Transactions on Multimedia.

Cross-Media Retrieval by Multimodal Representation Fusion with Deep Networks

Yuxin Peng, Xin Huang, Jinwei Qi, 2016, IFTC.

Spectral learning of latent semantics for action recognition

Zhiwu Lu, Yuxin Peng, Horace Ho-Shing Ip, 2011, 2011 International Conference on Computer Vision.

Learning conditional photometric stereo with high-resolution features

Yuxin Peng, Junyu Dong, Muwei Jian, 2021, Comput. Vis. Media.

Hierarchical Visual-Textual Knowledge Distillation for Life-Long Correlation Learning

Yuxin Peng, Jinwei Qi, Yunkan Zhuo, 2021, Int. J. Comput. Vis..

Fine-Grained Image Analysis With Deep Learning: A Survey

Xiu-Shen Wei, Jianxin Wu, Yuxin Peng, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning

Yuxin Peng, Jinwei Qi, Yuxin Peng, 2021 .