Pengfei Zhu

Orcid: 0000-0002-4310-9140

Affiliations:

Tianjin University, College of Intelligence and Computing, China

According to our database¹, Pengfei Zhu authored at least 157 papers between 2010 and 2024.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

M-RRFS: A Memory-Based Robust Region Feature Synthesizer for Zero-Shot Object Detection.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., October, 2024

Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., September, 2024

Multi-Task Credible Pseudo-Label Learning for Semi-Supervised Crowd Counting.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2024

Multi-View Knowledge Ensemble With Frequency Consistency for Cross-Domain Face Translation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Multiview Deep Subspace Clustering Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., July, 2024

Learning Dynamic Compact Memory Embedding for Deformable Visual Object Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2024

Stabilizing Multispectral Pedestrian Detection With Evidential Hybrid Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2024

Improved generative adversarial network with deep metric learning for missing data imputation.

[BibT_eX]

[DOI]

Neurocomputing, February, 2024

Autoencoder-Based Collaborative Attention GAN for Multi-Modal Image Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Conditional Controllable Image Fusion.

[BibT_eX]

[DOI]

CoRR, 2024

SelfDRSC++: Self-Supervised Learning for Dual Reversed Rolling Shutter Correction.

[BibT_eX]

[DOI]

CoRR, 2024

CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

The 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, 2024

Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Visible and Clear: Finding Tiny Objects in Difference Map.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Task-Customized Mixture of Adapters for General Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Exploring Diverse Representations for Open Set Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Bi-directional Adapter for Multimodal Tracking.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Collaborative Decision-Reinforced Self-Supervision for Attributed Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Towards a Deeper Understanding of Global Covariance Pooling in Deep Learning: An Optimization Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

OpenMix+: Revisiting Data Augmentation for Open Set Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., November, 2023

Cross-Drone Transformer Network for Robust Single Object Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Multi-head second-order pooling for graph transformer networks.

[BibT_eX]

[DOI]

Zhe Dong

Qilong Wang

Pengfei Zhu

Pattern Recognit. Lett., March, 2023

Latent Heterogeneous Graph Network for Incomplete Multi-View Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Robust Multi-Drone Multi-Target Tracking to Resolve Target Occlusion: A Benchmark.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Confidence-Aware Fusion Using Dempster-Shafer Theory for Multispectral Pedestrian Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Bi-directional Adapter for Multi-modal Tracking.

[BibT_eX]

[DOI]

CoRR, 2023

MoE-Fusion: Instance Embedded Mixture-of-Experts for Infrared and Visible Image Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

Tuning Pre-trained Model via Moment Probing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Weakly-Supervised Grounding for VQA with Dual Visual-Linguistic Interaction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022

Unsupervised Spectral Feature Selection With Dynamic Hyper-Graph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Self-Supervised Fully Automatic Learning Machine for Intelligent Retail Container.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Semisupervised Laplace-Regularized Multimodality Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Drone-Based RGB-Infrared Cross-Modality Vehicle Detection Via Uncertainty-Aware Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Semi-Supervised Image Deraining Using Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Multi-granularity episodic contrastive learning for few-shot learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Detection and Tracking Meet Drones Challenge.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Multi-granularity Inter-class Correlation Based Contrastive Learning for Open Set Recognition.

[BibT_eX]

[DOI]

Int. J. Softw. Informatics, 2022

Learning Self-supervised Low-Rank Network for Single-Stage Weakly and Semi-supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

HS-Diffusion: Learning a Semantic-Guided Diffusion Model for Head Swapping.

[BibT_eX]

[DOI]

CoRR, 2022

Tell Me the Evidence? Dual Visual-Linguistic Interaction for Answer Grounding.

[BibT_eX]

[DOI]

CoRR, 2022

DetFusion: A Detection-driven Infrared and Visible Image Fusion Network.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Adaptive and Robust Partition Learning for Person Retrieval With Policy Gradient.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

A Recursive Regularization Based Feature Selection Framework for Hierarchical Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Graph Regularized Flow Attention Network for Video Animal Counting From Drones.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Multi-Drone-Based Single Object Tracking With Agent Sharing Network.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Evolving Fully Automated Machine Learning via Life-Long Knowledge Anchors.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Self-paced hierarchical metric learning (SPHML).

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2021

Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-supervised Single Image Deraining with Discrete Wavelet Transform.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Cross-View Equivariant Auto-Encoder.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Get to the Point: Content Classification of Animated Graphics Interchange Formats with Key-Frame Attention.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

VisDrone-CC2021: The Vision Meets Drone Crowd Counting Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

VisDrone-MOT2021: The Vision Meets Drone Multiple Object Tracking Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

VisDrone-DET2021: The Vision Meets Drone Object detection Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Adaptive Correlation Filters Feature Fusion Learning for Visual Tracking.

[BibT_eX]

[DOI]

Hongtao Yu

Pengfei Zhu

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Multi-View Information-Bottleneck Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Single Image Deraining Using Bilateral Recurrent Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Deep Fuzzy Tree for Large-Scale Hierarchical Visual Classification.

[BibT_eX]

[DOI]

Jonathan M. Garibaldi

Xianling Li

IEEE Trans. Fuzzy Syst., 2020

Hybrid Noise-Oriented Multilabel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Drone Based RGBT Vehicle Detection and Counting: A Challenge.

[BibT_eX]

[DOI]

CoRR, 2020

Vision Meets Drones: Past, Present and Future.

[BibT_eX]

[DOI]

CoRR, 2020

Semi-supervised Learning to Remove Fences from a Single Image.

[BibT_eX]

[DOI]

Wei Shang

Pengfei Zhu

Dongwei Ren

Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

Learning from Web Data: Improving Crowd Counting via Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Progressive Point To Set Metric Learning For Semi-Supervised Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Bilateral Recurrent Network for Single Image Deraining.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-label Quadruplet Dictionary Learning.

[BibT_eX]

[DOI]

Jiayu Zheng

Wencheng Zhu

Pengfei Zhu

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

SPL-MLL: Selecting Predictable Landmarks for Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Spatial Attention Pyramid Network for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

VisDrone-SOT2020: The Vision Meets Drone Single Object Tracking Challenge Results.

[BibT_eX]

[DOI]

Hossein Ghanei-Yakhdan

Seyed Mojtaba Marvasti-Zadeh

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results.

[BibT_eX]

[DOI]

Kannappan Palaniappan

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results.

[BibT_eX]

[DOI]

Apostolos Axenopoulos

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

RGB-T Crowd Counting from Drone: A Benchmark and MMCCN Network.

[BibT_eX]

[DOI]

Tao Peng

Qing Li

Pengfei Zhu

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning.

[BibT_eX]

[DOI]

Binyuan Hui

Pengfei Zhu

Qinghua Hu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

One-Step Multi-View Spectral Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Fuzzy Rough Set Based Feature Selection for Large-Scale Hierarchical Classification.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2019

Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-view Deep Subspace Clustering Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Self-paced Robust Deep Face Recognition with Label Noise.

[BibT_eX]

[DOI]

Pengfei Zhu

Wenya Ma

Qinghua Hu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Coupled Dictionary Learning for Multi-label Embedding.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Spatio-temporal Active Learning for Visual Tracking.

[BibT_eX]

[DOI]

Chenfeng Liu

Pengfei Zhu

Qinghua Hu

Proceedings of the International Joint Conference on Neural Networks, 2019

Flexible Multi-View Representation Learning for Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Self-Attention Relation Network for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

VisDrone-VID2019: The Vision Meets Drone Object Detection in Video Challenge Results.

[BibT_eX]

[DOI]

Sai Saketh Chennamsetty

Ting Sun

Tong Wu

Longyin Wen

Varghese Alex Kollerathu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results.

[BibT_eX]

[DOI]

Kannappan Palaniappan

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results.

[BibT_eX]

[DOI]

Sai Saketh Chennamsetty

Shuhao Chen

Shuo Wei

Srinivas S. S. Kruthiventi

Varghese Alex Kollerathu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Multi-task Sparse Regression Metric Learning for Heterogeneous Classification.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Adaptive Graph Fusion for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Joint Metric Learning on Riemannian Manifold of Global Gaussian Distributions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Deep Global Generalized Gaussian Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Progressive Image Deraining Networks: A Better and Simpler Baseline.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Multi-label feature selection with missing labels.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Multi-view label embedding.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Efficient multi-modal geometric mean metric learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Co-regularized unsupervised feature selection.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Vision Meets Drones: A Challenge.

[BibT_eX]

[DOI]

CoRR, 2018

Robust Covariance Representations With Large Margin Dimensionality Reduction for Visual Classification.

[BibT_eX]

[DOI]

IEEE Access, 2018

Latent Subspace Representation for Multiclass Classification.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Towards Generalized and Efficient Metric Learning on Riemannian Manifold.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

FISH-MML: Fisher-HSIC Multi-View Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Support Vector Metric Learning on Symmetric Positive Definite Manifold.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Generalized Multi-view Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results.

[BibT_eX]

[DOI]

Konstantinos Avgerinakis

Naveen Kumar Vedurupaka

Nehal Mamgain

Nitin Bansal

Oliver Acatay

Panagiotis Giannakeris

Vineeth N. Balasubramanian

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results.

[BibT_eX]

[DOI]

Konstantinos Avgerinakis

Kyuewang Lee

Lu Ding

Martin Lauer

Panagiotis Giannakeris

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report.

[BibT_eX]

[DOI]

Pablo Navarrete Michelini

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Latent Semantic Aware Multi-View Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Flexible Multi-View Dimensionality Co-Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Subspace clustering guided unsupervised feature selection.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Non-convex regularized self-representation for unsupervised feature selection.

[BibT_eX]

[DOI]

Image Vis. Comput., 2017

Hierarchical Feature Selection with Recursive Regularization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-view Label Space Dimension Reduction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Independence regularized multi-label ensemble.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Mixed sparsity regularized multi-view unsupervised feature selection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Unsupervised feature selection by manifold regularized self-representation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Semi-Supervised Multi-view Multi-label Classification Based on Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Latent Multi-view Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Data-Distribution-Aware Fuzzy Rough Set Model and its Application to Robust Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Combining neighborhood separable subspaces for classification via sparsity regularized optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Set to Set Visual Tracking.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Multi-view Representative and Informative Induced Active Learning.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

A Self-Representation Induced Classifier.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Robust Multi-label Feature Selection with Missing Labels.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Unsupervised Subspace Learning via Analysis Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Coupled Dictionary Learning for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Unsupervised feature selection by regularized self-representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Joint representation and pattern learning for robust face recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Non-convex Regularized Self-representation for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

2014

Image Set-Based Collaborative Representation for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2014

Multi-granularity distance metric learning via neighborhood granule margin maximization.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Towards a scalable resource-driven approach for detecting repackaged Android applications.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual Computer Security Applications Conference, 2014

Local Generic Representation for Face Recognition with Single Sample per Person.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Exploring Neighborhood Structures with Neighborhood Rough Sets in Classification Learning.

[BibT_eX]

[DOI]

Qinghua Hu

Leijun Li

Pengfei Zhu

Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Rule extraction from support vector machines based on consistent region covering reduction.

[BibT_eX]

[DOI]

Pengfei Zhu

Qinghua Hu

Knowl. Based Syst., 2013

Adaptive neighborhood granularity selection and combination based on margin distribution optimization.

[BibT_eX]

[DOI]

Pengfei Zhu

Qinghua Hu

Inf. Sci., 2013

From Point to Set: Extend the Learning of Distance Metrics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Face recognition based on regularized nearest points between image sets.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012

A Novel Algorithm for Finding Reducts With Fuzzy Rough Sets.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2012

Margin distribution based bagging pruning.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Multi-scale Patch Based Collaborative Representation for Face Recognition with Margin Distribution Optimization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Rule learning for classification based on neighborhood covering reduction.

[BibT_eX]

[DOI]

Inf. Sci., 2011

Large-margin nearest neighbor classifiers via sample weight learning.

[BibT_eX]

[DOI]

Neurocomputing, 2011

A linear subspace learning approach via sparse coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Feature Selection via Maximizing Fuzzy Dependency.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2010

Weighted Nearest Neighbor Classification via Maximizing Classification Consistency.

[BibT_eX]

[DOI]

Pengfei Zhu

Qinghua Hu

Yongbin Yang

Proceedings of the Rough Sets and Current Trends in Computing, 2010

Pengfei Zhu

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