Weifeng Liu

Sichao Fu

Baodi Liu

IET Image Process., 2022

Vega-MT: The JD Explore Academy Translation System for WMT22.

[BibT_eX]

[DOI]

CoRR, 2022

Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation.

[BibT_eX]

[DOI]

CoRR, 2022

Selecting task with optimal transport self-supervised learning for few-shot classification.

[BibT_eX]

[DOI]

CoRR, 2022

CSN: Component-Supervised Network for Few-Shot Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Vega-MT: The JD Explore Academy Machine Translation System for WMT22.

[BibT_eX]

[DOI]

Proceedings of the Seventh Conference on Machine Translation, 2022

Multi-relational Semantic Distillation for Few-Shot Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Multi-task Facial Expression Recognition With Joint Gender Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

MVFF: Multi-view Feature Fusion for Few-shot Remote Sensing Image Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Where Does the Performance Improvement Come From?: - A Reproducibility Concern about Image-Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Automated Drawing Psychoanalysis via House-Tree-Person Test.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

EMAS: Efficient Meta Architecture Search for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Virtual Try-on via Matching Relation with Landmark.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Image Super-Resolution Based on Adaptive Feature Fusion Channel Attention.

[BibT_eX]

[DOI]

Qizhang Song

Baodi Liu

Proceedings of the Neural Information Processing - 29th International Conference, 2022

MSL-FER: Mirrored Self-Supervised Learning for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Agcyclegan: Attention-Guided Cyclegan for Single Underwater Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Enrich Features for Few-Shot Point Cloud Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Urban Perception: Sensing Cities via a Deep Interactive Multi-task Learning Framework.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

A Survey on Canonical Correlation Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

MKEL: Multiple Kernel Ensemble Learning via Unified Ensemble Loss for Image Classification.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Saliency-Guided Remote Sensing Image Super-Resolution.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Cross-Dimension Attention Guided Self-Supervised Remote Sensing Single-Image Super-Resolution.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Unified Cross-domain Classification via Geometric and Statistical Adaptations.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

PaintNet: A shape-constrained generative framework for generating clothing from fashion model.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

Semi-supervised classification by graph <i>p</i>-Laplacian convolutional networks.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Targeted Attention Attack on Deep Learning Models in Road Sign Recognition.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Accurately modeling the human brain functional correlations with hypergraph Laplacian.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Human activity recognition by manifold regularization based dynamic graph convolutional networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Example-feature graph convolutional networks for semi-supervised classification.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Learn from Object Counting: Crowd Counting with Meta-learning.

[BibT_eX]

[DOI]

IET Image Process., 2021

CNN-combined graph residual network with multilevel feature fusion for hyperspectral image classification.

[BibT_eX]

[DOI]

IET Comput. Vis., 2021

Semantic-Preserving Adversarial Text Attacks.

[BibT_eX]

[DOI]

CoRR, 2021

Answer Questions with Right Image Regions: A Visual Attention Regularization Approach.

[BibT_eX]

[DOI]

CoRR, 2021

From Objects to a Whole Painting.

[BibT_eX]

[DOI]

Fei Wang

Baodi Liu

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Adaptive Eigenmodes for Robust Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Collaborative Representation for Deep Meta Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

BESA: BERT-based Simulated Annealing for Adversarial Text Attacks.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Hazy Re-ID: An Interference Suppression Model for Domain Adaptation Person Re-Identification Under Inclement Weather Condition.

[BibT_eX]

[DOI]

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

Affine Non-Negative Collaborative Representation for Deep Metric Learning.

[BibT_eX]

[DOI]

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

Linked Attention-Based Dynamic Graph Convolution Module for Point Cloud Classification.

[BibT_eX]

[DOI]

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

Leveraging GANs via Non-local Features.

[BibT_eX]

[DOI]

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

Edge Loss for Remote Sensing Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of CECNet 2021, 2021

Interference Distillation for Underwater Fish Recognition.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search.

[BibT_eX]

[DOI]

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

Recent Advances of Manifold-based Graph Convolutional Networks for Remote Sensing Images Recognition.

[BibT_eX]

[DOI]

Sichao Fu

Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

2020

Class specific or shared? A cascaded dictionary learning framework for image classification.

[BibT_eX]

[DOI]

Signal Process., 2020

Domain Adaptation with Few Labeled Source Samples by Graph Regularization.

[BibT_eX]

[DOI]

Neural Process. Lett., 2020

HesGCN: Hessian graph convolutional networks for semi-supervised classification.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Label embedded dictionary learning for image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2020

SAHDL: Sparse Attention Hypergraph Regularized Dictionary Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labeled Source Samples.

[BibT_eX]

[DOI]

CoRR, 2020

Probabilistic Memory Model for Visual Images Categorization.

[BibT_eX]

[DOI]

Comput. Informatics, 2020

Understanding the Relationship Between Human Brain Structure and Function by Predicting the Structural Connectivity From Functional Connectivity.

[BibT_eX]

[DOI]

Richard Martin Shiffrin

IEEE Access, 2020

Local structure alignment guided domain adaptation with few source samples.

[BibT_eX]

[DOI]

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

2019

Hypergraph $p$ -Laplacian Regularization for Remotely Sensed Image Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

$p$ -Laplacian Regularization for Scene Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Hessian Regularized Distance Metric Learning for People Re-Identification.

[BibT_eX]

[DOI]

Neural Process. Lett., 2019

Effective human action recognition by combining manifold regularization and pairwise constraints.

[BibT_eX]

[DOI]

Xueqi Ma

Multim. Tools Appl., 2019

Hessian-Regularized Multitask Dictionary Learning for Remote Sensing Image Recognition.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

HpLapGCN: Hypergraph <i>p</i>-Laplacian graph convolutional networks.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Advances in data representation and learning for pattern analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Two-order graph convolutional networks for semi-supervised classification.

[BibT_eX]

[DOI]

IET Image Process., 2019

Label Embedded Dictionary Learning for Image Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Ensemble p-Laplacian Regularization for Scene Image Recognition.

[BibT_eX]

[DOI]

Cogn. Comput., 2019

Principal Component Analysis on Graph-Hessian.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

2018

Data mining in human activity analysis.

[BibT_eX]

[DOI]

Xinmei Tian

Fionn Murtagh

Signal Process., 2018

Reinforcement online learning for emotion prediction by using physiological signals.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

Biological modeling of human visual system for object recognition using GLoP filters and sparse coding on multi-manifolds.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2018

Multiview dimension reduction via Hessian multiset canonical correlations.

[BibT_eX]

[DOI]

Inf. Fusion, 2018

Ensemble p-Laplacian Regularization for Remote Sensing Image Recognition.

[BibT_eX]

[DOI]

CoRR, 2018

Hypergraph p-Laplacian Regularization for Remote Sensing Image Recognition.

[BibT_eX]

[DOI]

CoRR, 2018

Color Transfer Pulse-Coupled Neural Networks for Underwater Robotic Visual Systems.

[BibT_eX]

[DOI]

IEEE Access, 2018

Recognition of Working Condition in Sucker-Rod Pumping Wells Based on Multi-View Kernel Learning and Hessian-Regularized Logistic Regression.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Signal Processing, 2018

The comparison of different graph convolutional neural networks for image recognition.

[BibT_eX]

[DOI]

Sichao Fu

Xinghao Yang

Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

2017

Multiview Cauchy Estimator Feature Embedding for Depth and Inertial Sensor-Based Human Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2017

LMAE: A large margin Auto-Encoders for classification.

[BibT_eX]

[DOI]

Signal Process., 2017

Road Detection by Using a Generalized Hough Transform.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Cauchy Estimator Discriminant Learning for RGB-D Sensor-based Scene Classification.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Multiview Canonical Correlation Analysis Networks for Remote Sensing Image Recognition.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Dictionary Learning-Based Hough Transform for Road Detection in Multispectral Image.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Support vector machine active learning by Hessian regularization.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2017

Sparse Canonicial Correlation Analysis for Mobile Media Recognition on the Cloud.

[BibT_eX]

[DOI]

J. Mobile Multimedia, 2017

Canonical correlation analysis networks for two-view image recognition.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Diversified shared latent structure based localization for blind persons.

[BibT_eX]

[DOI]

Yujin Wang

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Multiple Scale Canonical Correlation Analysis Networks for Two-View Object Recognition.

[BibT_eX]

[DOI]

Xinghao Yang

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

2016

p-Laplacian Regularized Sparse Coding for Human Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2016

Big data meets multimedia analytics.

[BibT_eX]

[DOI]

Signal Process., 2016

Large-scale paralleled sparse principal component analysis.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

HSAE: A Hessian regularized sparse auto-encoders.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Manifold regularized kernel logistic regression for web image annotation.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Hessian regularization by patch alignment framework.

[BibT_eX]

[DOI]

Hongli Liu

Neurocomputing, 2016

Class specific dictionary learning based kernel collaborative representation for fine-grained image classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Semi-supervised Hessian Eigenmap for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Visual Surveillance - 4th Chinese Conference, 2016

Local Structure Preserving Using Manifold Regularization and Pairwise Constraints for Action Recognition.

[BibT_eX]

[DOI]

Xueqi Ma

Zhengyang Cao

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

Theoretical Methods in Machine Learning.

[BibT_eX]

[DOI]

Badong Chen

Proceedings of the Springer Handbook of Computational Intelligence, 2015

Multiview Hessian regularized logistic regression for action recognition.

[BibT_eX]

[DOI]

Signal Process., 2015

A general framework for co-training and its applications.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Hessian Regularized Sparse Coding for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Sparse canonical correlation analysis for recognition.

[BibT_eX]

[DOI]

Huimin Zhang

Zheng-Jun Zha

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Sparse principle motion component for one-shot gesture recognition.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014

Multiview Hessian discriminative sparse coding for image annotation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2014

Multi-view Face Analysis Based on Gabor Features.

[BibT_eX]

[DOI]

Hongli Liu

CoRR, 2014

Laplacian regularized active learning for image segmentation.

[BibT_eX]

[DOI]

Lianbo Zhang

Proceedings of the Proceedings IEEE International Conference on Security, 2014

Laplacian-Hessian regularization for semi-supervised classification.

[BibT_eX]

[DOI]

Proceedings of the Proceedings IEEE International Conference on Security, 2014

Co-regularization for classification.

[BibT_eX]

[DOI]

Proceedings of the Proceedings IEEE International Conference on Security, 2014

Class specific subspace learning for collaborative representation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

2013

Editorial A Successful Change From TNN to TNNLS and a Very Successful Year.

[BibT_eX]

[DOI]

Eduardo Bayro-Corrochano

IEEE Trans. Neural Networks Learn. Syst., 2013

Hessian Regularized Support Vector Machines for Mobile Image Annotation on the Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Multiview Hessian Regularization for Image Annotation.

[BibT_eX]

[DOI]

Dacheng Tao

IEEE Trans. Image Process., 2013

Dictionary learning based image enhancement for rarity detection

[BibT_eX]

[DOI]

Xiaomeng Wang

CoRR, 2013

Self-Explanatory Convex Sparse Representation for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

Discriminant Multi-component Face Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

Object-of-interest extraction based on sparse coding.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Facial expression recognition based on Hessian regularized support vector machine.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Detection of static salient objects based on visual attention and edge features.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Bio-inspired invariant visual feature representation based on K-SVD and SURF algorithms.

[BibT_eX]

[DOI]

Liying Jiang

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

2012

The eighth annual MLSP competition: Overview.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Facial expression recognition based on discriminative dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Cellular Differentiation Algorithm for High Dimensional Numerical Function Optimization.

[BibT_eX]

[DOI]

Chengna Yuan

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Subject-Independent Facial Expression Recognition with Biologically Inspired Features.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Laplacian support vector machines for medical diagnosis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computerized Healthcare, 2012

Facial expression recognition based on Gabor features and sparse representation.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

2010

Fixed-budget kernel recursive least-squares.

[BibT_eX]

[DOI]

Steven Van Vaerenbergh

Ignacio Santamaría

Proceedings of the IEEE International Conference on Acoustics, 2010

Correntropy for Random Processes: Properties and Applications in Signal Processing.

[BibT_eX]

[DOI]

Proceedings of the Information Theoretic Learning, 2010

2009

Extended kernel recursive least squares algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

An Information Theoretic Approach of Designing Sparse Kernel Adaptive Filters.

[BibT_eX]

[DOI]

Il Park

IEEE Trans. Neural Networks, 2009

A low complexity robust detector in impulsive noise.

[BibT_eX]

[DOI]

Signal Process., 2009

Kernel least mean square algorithm with constrained growth.

[BibT_eX]

[DOI]

Signal Process., 2009

The correntropy MACE filter.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

A Target Detection Algorithm Based on Histogram Feature and Particle Swarm.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Natural Computation, 2009

2008

The Kernel Least-Mean-Square Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Kernel Affine Projection Algorithms.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

The wellposedness analysis of the kernel adaline.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Correntropy: Properties and Applications in Non-Gaussian Signal Processing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

A unifying criterion for instantaneous blind source separation based on correntropy.

[BibT_eX]

[DOI]

Ruijiang Li

Signal Process., 2007

Kernel LMS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

A New Information Theoretic Measure of PDF Symmetry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Correntropy: A Localized Similarity Measure.

[BibT_eX]

[DOI]