Yuxin Peng

发表

Object-Part Attention Model for Fine-Grained Image Classification

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

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.

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

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

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

Yuxin Peng, Jinwei Qi, Yuxin Peng, 2021 .

Image and Graphics Technologies and Applications: 15th Chinese Conference, IGTA 2020, Beijing, China, September 19, 2020, Revised Selected Papers

Yuxin Peng, Yongtian Wang, Ashish Ghosh, 2020 .

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

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

Small variance among different subcategories Artic Tern Caspian Tern Large variance in the same subcategory Common Tern Salty Backed Gull Salty Backed Gull Salty Backed Gull

Yuxin Peng, Xiangteng He, 2019 .

Prototype-based classifier learning for long-tailed visual recognition

Yuxin Peng, Hao Chen, Xiu-Shen Wei, 2022, Science China Information Sciences.

Weakly Supervised Temporal Sentence Grounding with Gaussian-based Contrastive Proposal Learning

Yuxin Peng, Yang Liu, Qingchao Chen, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

MARS: Learning Modality-Agnostic Representation for Scalable Cross-Media Retrieval

Yuxin Peng, Yunbo Wang, 2022, IEEE Transactions on Circuits and Systems for Video Technology.

An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning

Yuxin Peng, Xiu-Shen Wei, Wei Zhou, 2022, NeurIPS.

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

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

Dual-View 3D Reconstruction via Learning Correspondence and Dependency of Point Cloud Regions

Yuxin Peng, Yunbo Wang, Jianhua Zhang, 2022, IEEE Transactions on Image Processing.

SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization

Yuxin Peng, Xiangteng He, H. Sun, 2022, ACM Multimedia.

Latent semantic learning with structured sparse representation for human action recognition

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

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.

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

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

Graph-based multimodal semi-supervised image classification

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

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.

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).

Saliency-guided video classification via adaptively weighted learning

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

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.

Multi-attention Guided Activation Propagation in CNNs

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

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.

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

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

Vocabulary hierarchy optimisation based on spatial context and category information

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

Visual Vocabulary Optimization with Spatial Context for Image Annotation and Classification

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

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

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

CM-GANs

Yuxin Peng, Jinwei Qi, Yuxin Yuan, 2019, ACM Trans. Multim. Comput. Commun. Appl..

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

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

Pattern Recognition and Computer Vision: Third Chinese Conference, PRCV 2020, Nanjing, China, October 16–18, 2020, Proceedings, Part I

Xilin Chen, Qingshan Liu, Hongbin Zha, 2020, PRCV.

CKD: Cross-Task Knowledge Distillation for Text-to-Image Synthesis

Mingkuan Yuan, Yuxin Peng, Yuxin Peng, 2020, IEEE Transactions on Multimedia.

Text-to-image Synthesis via Symmetrical Distillation Networks

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

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

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

Query-Adaptive Image Retrieval by Deep-Weighted Hashing

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

Deep Cross-Media Knowledge Transfer

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

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

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

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.

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

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

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

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

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

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

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.

Learn from Unlabeled Videos for Near-duplicate Video Retrieval

Yuxin Peng, Xiangteng He, Ming Tang, 2022, SIGIR.

Semantic association enhancement transformer with relative position for image captioning

Yuxin Peng, Yunbo Wang, Xin Jia, 2022, Multimedia Tools and Applications.

Video Captioning With Object-Aware Spatio-Temporal Correlation and Aggregation

Yuxin Peng, Junchao Zhang, Yuxin Peng, 2020, IEEE Transactions on Image Processing.

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).

Hierarchical Vision-Language Alignment for Video Captioning

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

Image annotation by semantic sparse recoding of visual content

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

Fine-Grained Visual-Textual Representation Learning

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

Unsupervised Cross-Media Retrieval Using Domain Adaptation With Scene Graph

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

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.

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.

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

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

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

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

IRC-GAN: Introspective Recurrent Convolutional GAN for Text-to-video Generation

Yuxin Peng, Xin Huang, Kangle Deng, 2019, IJCAI.

Multi-Scale Correlation for Sequential Cross-modal Hashing Learning

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

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.

Visual Data Synthesis via GAN for Zero-Shot Video Classification

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

Unsupervised Generative Adversarial Cross-modal Hashing

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

Unsupervised Visual–Textual Correlation Learning With Fine-Grained Semantic Alignment

Yuxin Peng, Jinwei Qi, Yunkan Zhuo, 2020, IEEE Transactions on Cybernetics.

Cross-modal Bidirectional Translation via Reinforcement Learning

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

MAVA: Multi-Level Adaptive Visual-Textual Alignment by Cross-Media Bi-Attention Mechanism

Yuxin Peng, Jinwei Qi, Yunkan Zhuo, 2019, IEEE Transactions on Image Processing.

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.

LFR-GAN: Local Feature Refinement based Generative Adversarial Network for Text-to-Image Generation

Yuxin Peng, Xiangteng He, Zijun Deng, 2023, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP).

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.

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).

Group Cost-Sensitive Boosting for Multi-Resolution Pedestrian Detection

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

Peking University at TRECVID 2008: High Level Feature Extraction

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

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

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

Bridge-GAN: Interpretable Representation Learning for Text-to-Image Synthesis

Yuxin Peng, Mingkuan Yuan, Yuxin Peng, 2020, IEEE Transactions on Circuits and Systems for Video Technology.

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).

A New Retrieval Model Based on TextTiling for Document Similarity Search

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

Multi-Level Knowledge Injecting for Visual Commonsense Reasoning

Zhang Wen, Yuxin Peng, Yuxin Peng, 2021, 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.

Symmetric Graph Regularized Constraint Propagation

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

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

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

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

Yuxin Peng, Jinwei Qi, Yuxin Yuan, 2017, ArXiv.

Pattern Recognition and Computer Vision: Third Chinese Conference, PRCV 2020, Nanjing, China, October 16–18, 2020, Proceedings, Part III

Xilin Chen, Qingshan Liu, Hongbin Zha, 2020, PRCV.

Cross-modal Common Representation Learning by Hybrid Transfer Network

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

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

Yuxin Peng, Jinwei Qi, Zhaoda Ye, 2021, International Journal of Computer Vision.

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

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

DV-Net: Dual-view network for 3D reconstruction by fusing multiple sets of gated control point clouds

Shengyong Chen, Shourui Yang, Yuxin Peng, 2020, Pattern Recognit. Lett..

Life-long Cross-media Correlation Learning

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

Discriminative latent semantic feature learning for pedestrian detection

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

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

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

Color-based clustering for text detection and extraction in image

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

Visual-textual Attention Driven Fine-grained Representation Learning pdf

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

Adaptive Sampling with Optimal Cost for Class-Imbalance Learning

Yuxin Peng, Yuxin Peng, 2015, AAAI.

Learning conditional photometric stereo with high-resolution features

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

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

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

LFR-GAN: Local Feature Refinement based Generative Adversarial Network for Text-to-Image Generation

Yuxin Peng, Xiangteng He, Zijun Deng, 2023, ACM Transactions on Multimedia Computing, Communications, and Applications.

From comparing clusterings to combining clusterings

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

Cross-media residual correlation learning

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

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

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

Logo Recognition via Improved Topological Constraint

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

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).

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

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

Learning Descriptive Visual Representation by Semantic Regularized Matrix Factorization

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

Unified Constraint Propagation on Multi-View Data

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

Heterogeneous Constraint Propagation with Constrained Sparse Representation

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

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

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

Combining multiple clusterings using fast simulated annealing

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

DCR-ReID: Deep Component Reconstruction for Cloth-Changing Person Re-Identification

Yuxin Peng, Shiliang Zhang, Jiahuan Zhou, 2023, IEEE Transactions on Circuits and Systems for Video Technology.

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

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

Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model

Yuxin Peng, Xiangteng He, Yanning Zhang, 2023, IEEE Transactions on Image Processing.

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

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

Real20M: A Large-scale E-commerce Dataset for Cross-domain Retrieval

Yuxin Peng, Xiangteng He, Lele Cheng, 2023, ACM Multimedia.

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.

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

MV-Diffusion: Motion-aware Video Diffusion Model

Yuxin Peng, Xiangteng He, Xiongwei Zhu, 2023, ACM Multimedia.

MKVSE: Multimodal Knowledge Enhanced Visual-semantic Embedding for Image-text Retrieval

Yuxin Peng, Xiangteng He, Duoduo Feng, 2023, ACM Trans. Multim. Comput. Commun. Appl..