ENS-RFMC: An Encrypted Network Traffic Sampling Method Based on Rule-Based Feature Extraction and Multi-hierarchical Clustering for Intrusion Detection.

[BibT_eX]

[DOI]

Liangchen Chen

Shu Gao

Zi-Xuan Wei

Baoxu Liu

Xu-Yao Zhang

Proceedings of the Pattern Recognition - 27th International Conference, 2024

UAD-DPL: An Unknown Encrypted Attack Detection Method Based on Deep Prototype Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Prototype Calibration with Synthesized Samples for Zero-Shot Chinese Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

RCL: Reliable Continual Learning for Unified Failure Detection.

[BibT_eX]

[DOI]

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

Active Generalized Category Discovery.

[BibT_eX]

[DOI]

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

Unified Entropy Optimization for Open-Set Test-Time Adaptation.

[BibT_eX]

[DOI]

Zhengqing Gao

Xu-Yao Zhang

Cheng-Lin Liu

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

2023

Dynamics-aware loss for learning with label noise.

[BibT_eX]

[DOI]

Pattern Recognit., December, 2023

Leveraging Balanced Semantic Embedding for Generative Zero-Shot Learning.

[BibT_eX]

[DOI]

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

Deep representation learning for domain generalization with information bottleneck principle.

[BibT_eX]

[DOI]

Pattern Recognit., November, 2023

Self-information of radicals: A new clue for zero-shot Chinese character recognition.

[BibT_eX]

[DOI]

Pattern Recognit., August, 2023

Imitating the oracle: Towards calibrated model for class incremental learning.

[BibT_eX]

[DOI]

Neural Networks, July, 2023

Learning by Seeing More Classes.

[BibT_eX]

[DOI]

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

Adversarial training with distribution normalization and margin balance.

[BibT_eX]

[DOI]

Pattern Recognit., April, 2023

A Survey on Learning to Reject.

[BibT_eX]

[DOI]

Proc. IEEE, February, 2023

Towards prior gap and representation gap for long-tailed recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

Training with scaled logits to alleviate class-level over-fitting in few-shot learning.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Towards Reliable Domain Generalization: A New Dataset and Evaluations.

[BibT_eX]

[DOI]

Jiao Zhang

Xu-Yao Zhang

Cheng-Lin Liu

CoRR, 2023

Average of Pruning: Improving Performance and Stability of Out-of-Distribution Detection.

[BibT_eX]

[DOI]

CoRR, 2023

OpenMix: Exploring Outlier Samples for Misclassification Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition.

[BibT_eX]

[DOI]

Rui-Qi Wang

Xu-Yao Zhang

Cheng-Lin Liu

IEEE Trans. Neural Networks Learn. Syst., 2022

Mixed-Supervised Scene Text Detection With Expectation-Maximization Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Decision-Based Adversarial Attack With Frequency Mixup.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Cross-modal prototype learning for zero-shot handwritten character recognition.

[BibT_eX]

[DOI]

Xiang Ao

Xu-Yao Zhang

Cheng-Lin Liu

Pattern Recognit., 2022

Convolutional Prototype Network for Open Set Recognition.

[BibT_eX]

[DOI]

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

Emergence of Machine Language: Towards Symbolic Intelligence with Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Critical Radical Analysis Network for Chinese Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Rethinking Confidence Calibration for Failure Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Residual Dual Scale Scene Text Spotting by Fusing Bottom-Up and Top-Down Processing.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

End-to-End Detection and Recognition of Arithmetic Expressions.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Class-Incremental Learning via Dual Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Calibration for Non-Exemplar Based Class-Incremental Learning.

[BibT_eX]

[DOI]

Fei Zhu

Xu-Yao Zhang

Cheng-Lin Liu

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

Class Forge: Boosting Feature Encoder for Few-Shot Learning with Synthesized Classes.

[BibT_eX]

[DOI]

Rui-Qi Wang

Xu-Yao Zhang

Cheng-Lin Liu

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

GSS: Graph-Based Subspace Learning with Shots Initialization for few-shot Recognition.

[BibT_eX]

[DOI]

Rui-Qi Wang

Xu-Yao Zhang

Cheng-Lin Liu

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

Document Dewarping with Control Points.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Adaptive Scaling for Archival Table Structure Recognition.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Prototype Augmentation and Self-Supervision for Incremental Learning.

[BibT_eX]

[DOI]

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

Semantic-Aware Video Text Detection.

[BibT_eX]

[DOI]

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

Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition.

[BibT_eX]

[DOI]

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

Proxy Graph Matching with Proximal Matching Networks.

[BibT_eX]

[DOI]

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

2020

SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Realtime multi-scale scene text detection with scale-based region proposal network.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Towards Robust Pattern Recognition: A Review.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Cheng-Lin Liu

Ching Y. Suen

Proc. IEEE, 2020

Online semi-supervised learning with learning vector quantization.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A benchmark for unconstrained online handwritten Uyghur word recognition.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2020

Handwritten Mathematical Expression Recognition via Paired Adversarial Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2020

Weakly-Supervised Arbitrary-Shaped Text Detection with Expectation-Maximization Algorithm.

[BibT_eX]

[DOI]

CoRR, 2020

Gate-Fusion Transformer for Multimodal Sentiment Analysis.

[BibT_eX]

[DOI]

Longfei Xie

Xu-Yao Zhang

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Mutually Guided Dual-Task Network for Scene Text Detection.

[BibT_eX]

[DOI]

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

F-mixup: Attack CNNs From Fourier Perspective.

[BibT_eX]

[DOI]

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

Cross-Lingual Text Image Recognition via Multi-Task Sequence to Sequence Learning.

[BibT_eX]

[DOI]

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

Dewarping Document Image by Displacement Flow Estimation with Fully Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019

Stochastic Conjugate Gradient Algorithm With Variance Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

LightweightNet: Toward fast and lightweight convolutional neural networks via architecture distillation.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Predictive Ensemble Learning with Application to Scene Text Detection.

[BibT_eX]

[DOI]

CoRR, 2019

Fast Text/non-Text Image Classification with Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

CASIA-AHCDB: A Large-Scale Chinese Ancient Handwritten Characters Database.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Cross-Modal Prototype Learning for Zero-Shot Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting.

[BibT_eX]

[DOI]

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

2018

Multi-Oriented and Multi-Lingual Scene Text Detection With Direct Regression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Drawing and Recognizing Chinese Characters with Recurrent Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

SCAN: Sliding Convolutional Attention Network for Scene Text Recognition.

[BibT_eX]

[DOI]

CoRR, 2018

From Class-Specific to Class-Mixture: Cascaded Feature Representations via Restricted Boltzmann Machine Learning.

[BibT_eX]

[DOI]

IEEE Access, 2018

Image-to-Markup Generation via Paired Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Convolutional Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Transfer Mapping for Unsupervised Writer Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Robust Classification With Convolutional Prototype Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

End-to-End Online Writer Identification With Recurrent Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2017

Field Support Vector Machines.

[BibT_eX]

[DOI]

Kaizhu Huang

Haochuan Jiang

Xu-Yao Zhang

IEEE Trans. Emerg. Top. Comput. Intell., 2017

Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Yoshua Bengio

Cheng-Lin Liu

Pattern Recognit., 2017

LG-CNN: From local parts to global discrimination for fine-grained recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Scene Text Recognition with Sliding Convolutional Character Models.

[BibT_eX]

[DOI]

CoRR, 2017

Diverse Neuron Type Selection for Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

Dynamic Multi-Task Learning with Convolutional Neural Network.

[BibT_eX]

[DOI]

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

Margin-Aware Binarized Weight Networks for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 9th International Conference, 2017

Handwriting Style Mixture Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Deep Direct Regression for Multi-oriented Scene Text Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Handwritten Chinese Character Blind Inpainting with Conditional Generative Adversarial Nets.

[BibT_eX]

[DOI]

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multicategory Classification.

[BibT_eX]

[DOI]

Lingfeng Wang

Xu-Yao Zhang

Chunhong Pan

IEEE Trans. Neural Networks Learn. Syst., 2016

Discriminative quadratic feature learning for handwritten Chinese character recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Adaptive spatial pooling for image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Handwritten Chinese character recognition with spatial transformer and deep residual networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Exploiting coarse-to-fine mechanism for fine-grained recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Unsupervised Adaptation of Neural Networks for Chinese Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Handwritten Chinese Character Recognition by Joint Classification and Similarity Ranking.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Large-Scale Graph-Based Semi-Supervised Learning via Tree Laplacian Solver.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Retargeted Least Squares Regression Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Task-Driven Feature Pooling for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Combination of Classification and Clustering Results with Label Propagation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

Automatic recognition of serial numbers in bank notes.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Improving Handwritten Chinese Character Recognition with Discriminative Quadratic Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Effective license plate detection using fast candidate region selection and covariance feature based filtering.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Part-Based High Accuracy Recognition of Serial Numbers in Bank Notes.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

Efficient Feature Coding Based on Auto-encoder Network for Image Classification.

[BibT_eX]

[DOI]

Guo-Sen Xie

Xu-Yao Zhang

Cheng-Lin Liu

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Evaluation of weighted Fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Cheng-Lin Liu

Pattern Recognit., 2013

Writer Adaptation with Style Transfer Mapping.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Cheng-Lin Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2013

A Novel Pattern Rejection Criterion Based on Multiple Classifiers.

[BibT_eX]

[DOI]

Wei-Na Wang

Xu-Yao Zhang

Ching Y. Suen

Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

Feature Transformation with Class Conditional Decorrelation.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Kaizhu Huang

Cheng-Lin Liu

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Locally Smoothed Modified Quadratic Discriminant Function.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Cheng-Lin Liu

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ICDAR 2013 Chinese Handwriting Recognition Competition.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Extraction of Serial Numbers on Bank Notes.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

Manifold Regularized Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Multiple Outlooks Learning with Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Confused Distance Maximization for Large Category Dimensionality Reduction.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Cheng-Lin Liu

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2011

Pattern Field Classification with Style Normalized Transformation.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Kaizhu Huang

Cheng-Lin Liu

Proceedings of the IJCAI 2011, 2011

Perceptron Learning of Modified Quadratic Discriminant Function.

[BibT_eX]

[DOI]

Tong-Hua Su

Cheng-Lin Liu

Xu-Yao Zhang

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Style transfer matrix learning for writer adaptation.

[BibT_eX]

[DOI]

Xu-Yao Zhang

Cheng-Lin Liu

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Xu-Yao Zhang

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