Jianping Gou

发表

Maximum Neighborhood Margin Discriminant Projection for Classification

Yongzhao Zhan, Jinfu Chen, Jianping Gou, 2014, TheScientificWorldJournal.

Dynamical Properties of Discrete-Time Background Neural Networks with Uniform Firing Rate

Jianping Gou, Min Wan, Desong Wang, 2013 .

Deep Dictionary Learning with an Intra-Class Constraint

Jianping Gou, Zhang Yi, Xia Yuan, 2022, 2022 IEEE International Conference on Multimedia and Expo (ICME).

Hierarchical Multi-Attention Transfer for Knowledge Distillation

Jianping Gou, Dacheng Tao, Baosheng Yu, 2022, ACM Transactions on Multimedia Computing, Communications, and Applications.

Learning Canonical $\mathcal{F}$-Correlation Projection for Compact Multiview Representation

Jianping Gou, Yunhao Yuan, Yi Zhu, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Learning Canonical F -Correlation Projection for Compact Multiview Representation

Jianping Gou, Yun Li, Yunhao Yuan, 2022 .

Automatic detection of boundary points based on local geometrical measures

Jiancheng Lv, X. Li, Jianping Gou, 2017, Soft Computing.

Improving sparsity of coefficients for robust sparse and collaborative representation-based image classification

Jianping Gou, Shaoning Zeng, Xiong Yang, 2018, Neural Computing and Applications.

Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification

Jianping Gou, Shuyin Xia, Zhang Yi, 2022, IEEE Transactions on Intelligent Transportation Systems.

A generalized mean distance-based k-nearest neighbor classifier

Jianping Gou, Weihua Ou, Hebiao Yang, 2019, Expert Syst. Appl..

Hematological Parameter Values for a Population of Batrachuperus yenyuanensis from West China

Jianping Gou, J. Xiong, Qiangqiang Liu, 2017, South American Journal of Herpetology.

Sexual dimorphism in the Chinese endemic species Pachyhynobius shangchengensis Fei, Qu and Wu, 1983 (Urodela: Hynobiidae)

Jianping Gou, J. Xiong, Baowei Zhang, 2019, PeerJ.

Knowledge Distillation: A Survey pdf

Jianping Gou, Dacheng Tao, Baosheng Yu, 2020, International Journal of Computer Vision.

Preface to the Special Issue “Advancement of Mathematical Methods in Feature Representation Learning for Artificial Intelligence, Data Mining and Robotics”—Special Issue Book

Weihua Ou, Jianping Gou, Shaoning Zeng, 2023, Mathematics.

A class-specific mean vector-based weighted competitive and collaborative representation method for classification

Weihua Ou, Jianping Gou, Yunhao Yuan, 2022, Neural Networks.

A representation coefficient-based k-nearest centroid neighbor classifier

Weihua Ou, Jianping Gou, Yongzhao Zhan, 2022, Expert Syst. Appl..

Least squares kernel ensemble regression in Reproducing Kernel Hilbert Space

Jianping Fan, Yongzhao Zhan, Jianping Gou, 2018, Neurocomputing.

Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification

Bob Zhang, Yong Xu, Jianping Gou, 2020, IEEE Transactions on Cybernetics.

Gradient Fusion Method for Night Video Enhancement

Jianping Gou, Yuhong Zhang, Yunbo Rao, 2013 .

Discriminative Multiview Nonnegative Matrix Factorization for Classification

Jianping Gou, Fei Long, Shiming Ge, 2019, IEEE Access.

Robust collaborative representation-based classification via regularization of truncated total least squares

Jianping Gou, Bob Zhang, Shaoning Zeng, 2018, Neural Computing and Applications.

Anterior cruciate ligament reconstruction model based on anatomical position locating

Jianping Gou, Jia Li, Yunbo Rao, 2017, Multimedia Tools and Applications.

Improved pseudo nearest neighbor classification

Yongzhao Zhan, Jianping Gou, Wu He, 2014, Knowl. Based Syst..

Comparison of hematological parameters in two different high altitudinal populations of Batrachuperus pinchonii (Amphibian: Urodela)

Jianping Gou, J. Xiong, Wanguang Chen, 2018 .

Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction

Jianping Gou, Shuyin Xia, Zhang Yi, 2022, Neural Networks.

Modality-specific matrix factorization hashing for cross-modal retrieval

Weihua Ou, Jianping Gou, Quan Zhou, 2020, Journal of Ambient Intelligence and Humanized Computing.

Cross-Modal Generation and Pair Correlation Alignment Hashing

Weihua Ou, Jianping Gou, Quan Zhou, 2023, IEEE transactions on intelligent transportation systems (Print).

A Local Mean-Based k-Nearest Centroid Neighbor Classifier

Jianping Gou, Zhang Yi, Lan Du, 2012, Comput. J..

Multilevel Attention-Based Sample Correlations for Knowledge Distillation

Weihua Ou, Jianping Gou, Shaohua Wan, 2023, IEEE Transactions on Industrial Informatics.

Learning double weights via data augmentation for robust sparse and collaborative representation-based classification

Bob Zhang, Jianping Gou, Shaoning Zeng, 2020, Multimedia Tools and Applications.

Intra- and Inter-Class Induced Discriminative Deep Dictionary Learning for Visual Recognition

Jianping Gou, Xia Yuan, B. Yu, 2023, IEEE Transactions on Multimedia.

Sparsity and Geometry Preserving Graph Embedding for Dimensionality Reduction

Yongzhao Zhan, Jianping Gou, David Zhang, 2018, IEEE Access.

A Local Mean Representation-based K-Nearest Neighbor Classifier

Yongzhao Zhan, Jianping Gou, Zhang Yi, 2019, ACM Trans. Intell. Syst. Technol..

Learning emotion-discriminative and domain-invariant features for domain adaptation in speech emotion recognition

Yongzhao Zhan, Jianping Gou, Qirong Mao, 2017, Speech Commun..

Mood-aware visual question answering

Jianping Gou, Qirong Mao, Ming Dong, 2019, Neurocomputing.

Semi-supervised manifold alignment with multi-graph embedding

Xiang-Jun Shen, Chang-Bin Huang, Timothy Apasiba Abeo, 2020, Multimedia Tools and Applications.

An antinoise sparse representation method for robust face recognition via joint l1 and l2 regularization

Jianping Gou, Lunman Deng, Shaoning Zeng, 2017, Expert Syst. Appl..

A new nearest neighbor classifier based on multi-harmonic mean distances

Jianping Gou, Weihua Ou, Hebiao Yang, 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC).

Large-scale support vector machine classification with redundant data reduction

Xin Chen, Zhen Li, Lei Mu, 2016, Neurocomputing.

Collaborative Teacher-Student Learning via Multiple Knowledge Transfer

Jianping Gou, Lan Du, Liyuan Sun, 2021, ArXiv.

Locality constrained representation-based K-nearest neighbor classification

Yongzhao Zhan, Jianping Gou, Zhang Yi, 2019, Knowl. Based Syst..

Robust discriminative nonnegative dictionary learning for occluded face recognition

Jianping Gou, Weihua Ou, Wenjun Xiao, 2017, Pattern Recognit. Lett..

A new distance-weighted k-nearest neighbor classifier

Jianping Gou, Yuhong Zhang, Lan Du, 2012 .

Multi-target Knowledge Distillation via Student Self-reflection

Jianping Gou, Dacheng Tao, Yibing Zhan, 2023, International Journal of Computer Vision.

Collaborative Knowledge Distillation via Multiknowledge Transfer

K. Ramamohanarao, Jianping Gou, Dacheng Tao, 2022, IEEE Transactions on Neural Networks and Learning Systems.

A unified Bayesian mixture model framework via spatial information for grayscale image segmentation

Jianping Gou, Yuanyuan Huang, Jinrong Hu, 2016, J. Vis. Commun. Image Represent..

Discriminative globality and locality preserving graph embedding for dimensionality reduction

Zhang Yi, Qirong Mao, Yuanyuan Yang, 2020, Expert Syst. Appl..

Light-Net: Lightweight Object Detector

Jianping Gou, Yunbo Rao, Jiansu Pu, 2020, IEEE Access.

Dual sparse learning via data augmentation for robust facial image classification

Bob Zhang, Jianping Gou, Shaoning Zeng, 2020, Int. J. Mach. Learn. Cybern..

Dictionary-induced least squares framework for multi-view dimensionality reduction with multi-manifold embeddings

Jianping Gou, Qirong Mao, Xiangjun Shen, 2019, IET Comput. Vis..

A new discriminative collaborative representation-based classification method via l2 regularizations

Bing Hou, Weihua Ou, Jianping Gou, 2019, Neural Computing and Applications.

Fusion of probabilistic collaborative and sparse representation for robust image classification

Jianping Gou, Shaoning Zeng, Zhangdan Chi, 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC).

Multiplication fusion of sparse and collaborative representation for robust face recognition

Jianping Gou, Xiong Yang, Shaoning Zeng, 2016, Multimedia Tools and Applications.

Using kernel sparse representation to perform coarse-to-fine recognition of face images

Jianping Gou, Xiong Yang, Shaoning Zeng, 2017 .

Locality-constrained weighted collaborative-competitive representation for classification

Weihua Ou, Jianping Gou, Yunhao Yuan, 2021, International Journal of Machine Learning and Cybernetics.

Class mean‐weighted discriminative collaborative representation for classification

Zhang Yi, Jianping Gou, Yongzhao Zhan, 2021, Int. J. Intell. Syst..

Two-phase probabilistic collaborative representation-based classification

Jiancheng Lv, Qirong Mao, Lei Wang, 2019, Expert Syst. Appl..

Classification noise detection based SMO algorithm

Jianping Gou, Shuyin Xia, Yueguo Luo, 2016 .

Sparse Coefficient-Based ${k}$ -Nearest Neighbor Classification

Jianping Gou, Jia Ke, Xili Wang, 2017, IEEE Access.

LatLRR for subspace clustering via reweighted Frobenius norm minimization

Jianping Gou, D. Hu, Tao Jia, 2023, Expert Syst. Appl..

Double graphs-based discriminant projections for dimensionality reduction

Yongzhao Zhan, Jianping Gou, Yong Liu, 2020, Neural Computing and Applications.

Double graphs-based discriminant projections for dimensionality reduction

Yong Liu, Jianping Gou, Yongzhao Zhan, 2020, Neural Computing and Applications.

Collaborative representation‐based locality preserving projections for image classification

Yuanyuan Yang, Yong Liu, Hebiao Yang, 2020 .

A Novel Weighted Voting for K-Nearest Neighbor Rule

Jianping Gou, Yin Kuang, Taisong Xiong, 2011, J. Comput..

An emotion-based responding model for natural language conversation

Liangjun Wang, Jianping Gou, Yongzhao Zhan, 2018, World wide web (Bussum).

Affective question answering on video

Qirong Mao, Jianping Gou, Liangjun Wang, 2019, Neurocomputing.

An Extension of the Student's t-distribution Mixture Model and the Gradient Descent method

Jianping Gou, Yunbo Rao, Taisong Xiong, 2013, J. Comput..

Dynamically building diversified classifier pruning ensembles via canonical correlation analysis

Zhengjun Zha, Xiang-jun Shen, Liangjun Wang, 2018, Multimedia Tools and Applications.

Channel-Correlation-Based Selective Knowledge Distillation

Jianping Gou, Yibing Zhan, Baosheng Yu, 2023, IEEE Transactions on Cognitive and Developmental Systems.

Learning Unsupervised and Supervised Representations via General Covariance

Jianping Gou, Jin Li, Yun Li, 2020, IEEE Signal Processing Letters.

Dynamically building diversified classifier pruning ensembles via canonical correlation analysis

Jianping Gou, Zheng-Jun Zha, Xiangjun Shen, 2018, Multimedia Tools and Applications.

An antinoise sparse representation method for robust face recognition via joint l1 and l2 regularization

Jianping Gou, Shaoning Zeng, Lunman Deng, 2017, Expert Syst. Appl..

Fast and Robust Dictionary-based Classification for Image Data

Jianping Gou, Bob Zhang, Shaoning Zeng, 2021, ACM Trans. Knowl. Discov. Data.

Hierarchical Multi-Attention Transfer for Knowledge Distillation

Jianping Gou, Dacheng Tao, Baosheng Yu, 2022, ACM Trans. Multim. Comput. Commun. Appl..

GraphPhys: Facial video-based physiological measurement with graph neural network

Weihua Ou, Jianping Gou, Wenjun Xiao, 2024, Comput. Electr. Eng..

Point completion by a Stack-Style Folding Network with multi-scaled graphical features

Jianping Gou, Yunbo Rao, Shaoning Zeng, 2023, IET Comput. Vis..

Learning Canonical $\mathcal{F}$-Correlation Projection for Compact Multiview Representation

Jianping Gou, Yun Li, Yunhao Yuan, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Discriminative, Competitive, and Collaborative Representation-Based Classification with l2-Norm Regularizations

Weihua Ou, Jianping Gou, Junyu Lu, 2019, Complex..

Representation-based classification methods with enhanced linear reconstruction measures for face recognition

Weihua Ou, Jianping Gou, Lan Du, 2019, Comput. Electr. Eng..

An emotion-based responding model for natural language conversation

Feng Liu, Yongzhao Zhan, Jianping Gou, 2018, World Wide Web.

Two-phase linear reconstruction measure-based classification for face recognition

Yongzhao Zhan, Jianping Gou, David Zhang, 2018, Inf. Sci..

Federated Distillation: A Survey

Jianping Gou, Lan Du, Lin Li, 2024, 2404.08564.

Reciprocal Teacher-Student Learning via Forward and Feedback Knowledge Distillation

Jianping Gou, Lan Du, Zhang Yi, 2024, IEEE transactions on multimedia.

Teacher-student complementary sample contrastive distillation

Jianping Gou, Lan Du, Zhiqiang Bao, 2023, Neural Networks.

Robust Graph Structure Learning with Virtual Nodes Construction

B. Liu, Weihua Ou, Jianping Gou, 2023, Mathematics.

面向视频语义分析的局部敏感的可鉴别稀疏表示 (Locality-sensitive Discriminant Sparse Representation for Video Semantic Analysis)

Yongzhao Zhan, Qirong Mao, Jianping Gou, 2015, 计算机科学.

Discriminative self-adapted locality-sensitive sparse representation for video semantic analysis

Yongzhao Zhan, Junqi Liu, Jianping Gou, 2018, Multimedia Tools and Applications.

Group sparse based locality – sensitive dictionary learning for video semantic analysis

Yongzhao Zhan, Junqi Liu, Jianping Gou, 2018, Multimedia Tools and Applications.