Songcan Chen

发表

The FG 2015 Kinship Verification in the Wild Evaluation

Jiwen Lu, Javier Lorenzo-Navarro, Modesto Castrillón Santana, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

A deep learning approach for efficiently and accurately evaluating the flow field of supercritical airfoils

Xuejun Liu, Haizhou Wu, Songcan Chen, 2020 .

Margin distribution explanation on metric learning for nearest neighbor classification

Jiandong Wang, Haiyan Chen, Songcan Chen, 2016, Neurocomputing.

Non-stationary Multivariate Time Series Prediction with Selective Recurrent Neural Networks

Songcan Chen, Jiexi Liu, Songcan Chen, 2019, PRICAI.

Expand globally, shrink locally: Discriminant multi-label learning with missing labels

Songcan Chen, Zhongchen Ma, 2021, Pattern Recognit..

Soft large margin clustering

Songcan Chen, Yunyun Wang, Songcan Chen, 2013, Inf. Sci..

Soft large margin clustering for unsupervised domain adaptation

Songcan Chen, Yunyun Wang, Yun Li, 2020, Knowl. Based Syst..

SCIHTBB: Sparsity constrained iterative hard thresholding with Barzilai-Borwein step size

Songcan Chen, Zhipeng Xie, Songcan Chen, 2011, Neurocomputing.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning pdf

Songcan Chen, Chuanxing Geng, Lue Tao, 2019, ArXiv.

Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes

Songcan Chen, Chuanxing Geng, Lue Tao, 2020, Pattern Recognit..

Cumulative attribute relation regularization learning for human age estimation

Songcan Chen, Qing Tian, 2015, Neurocomputing.

Orthogonal curved-line Gabor filter for fast fingerprint enhancement

Yu Zhou, Songcan Chen, Bo Zhao, 2014 .

Ordinal factorization machine with hierarchical sparsity

Qing Tian, Songcan Chen, Shaocheng Guo, 2019, Frontiers of Computer Science.

2D compressed learning: support matrix machine with bilinear random projections

Di Ma, Songcan Chen, 2019, Machine Learning.

SVM: Support Vector Machines

Qiang Yang, Songcan Chen, Wei Ding, 2011 .

Multicategory Nonparallel Proximal Support Vector Machine

Zhisong Pan, Songcan Chen, Xubing Yang, 2007 .

Improved exponential bidirectional associative memory

Wei Yan, Songcan Chen, Hang Gao, 1997 .

Efficient and robust feature extraction by maximum margin criterion

Daoqiang Zhang, Xiaoyang Tan, Songcan Chen, 2003, IEEE Transactions on Neural Networks.

Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization pdf

Heng Huang, Feihu Huang, Songcan Chen, 2019, IJCAI.

基于特征偏好的聚类研究 (Research on Clustering with Feature Preferences)

Songcan Chen, Ling Fang, 2015, 计算机科学.

Robust nonnegative matrix factorization with structure regularization

Yigang Wang, Songcan Chen, Qi Huang, 2020, Neurocomputing.

Hybrid Neural Network Architecture Based on Self-Organizing Feature Maps: Hybrid Neural Network Architecture Based on Self-Organizing Feature Maps

Zhe Wang, Songcan Chen, Qun Dai, 2010 .

Detecting differential expression from RNA-seq data with expression measurement uncertainty

Xuejun Liu, Li Zhang, Songcan Chen, 2015, Frontiers of Computer Science.

Learning Twofold Heterogeneous Multi-Task by Sharing Similar Convolution Kernel Pairs pdf

Songcan Chen, Quan Feng, 2021, ArXiv.

Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training

Jinfeng Yi, Songcan Chen, Sheng-Jun Huang, 2021 .

Sign-aware Perturbations Regression

Songcan Chen, Wei Shao, Daoqiang Zhang, 2021, SDM.

Crowdsourcing aggregation with deep Bayesian learning

Shao-Yuan Li, Songcan Chen, Sheng-Jun Huang, 2021, Science China Information Sciences.

Partial Domain Adaptation without Domain Alignment pdf

Songcan Chen, Weikai Li, 2021, ArXiv.

Provable Defense Against Delusive Poisoning pdf

Jinfeng Yi, Songcan Chen, Sheng-Jun Huang, 2021, ArXiv.

On the learning dynamics of two-layer quadratic neural networks for understanding deep learning

Songcan Chen, Zhenghao Tan, 2022, Frontiers Comput. Sci..

A comprehensive perspective of contrastive self-supervised learning

Songcan Chen, Chuanxing Geng, 2021, Frontiers Comput. Sci..

Self-corrected unsupervised domain adaptation

Songcan Chen, Hui Xue, Yunyun Wang, 2021, Frontiers of Computer Science.

Stochastic Alternating Direction Method of Multipliers with Variance Reduction for Nonconvex Optimization

Feihu Huang, Songcan Chen, Zhaosong Lu, 2016, 1610.02758.

Expert2Bólè: From Expert Finding to Bólè Search

Bo Wang, Jie Tang, Songcan Chen, 2009 .

A Fuzzy Clustering Algorithm for Image Segmentation Using Dependable Neighbor Pixels

Songcan Chen, Weiling Cai, Lei Lei, 2009, 2009 Chinese Conference on Pattern Recognition.

Label-aligned multitask feature learning for multimodal classification of Alzheimer ’ s disease and mild cognitive impairment

Dinggang Shen, Chen Zu, Mingxia Liu, 2016 .

Discriminative Regularization : A New Classifier Learning Method

Songcan Chen, Hui Xue, Songcan Chen, 2008 .

A Supervised Combined Feature Extraction Method for Recognition

Songcan Chen, Tingkai Sun, Jingyu Yang, 2008 .

Alternative linear discriminant classi

Songcan Chen, Xubing Yang, 2004 .