Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks

Weighted discriminative collaborative competitive representation for robust image classification

(2020) Jianping Gou et al.   NEURAL NETWORKS

High-parameter-efficiency convolutional neural networks

(2019) Yao Lu et al.   NEURAL COMPUTING & APPLICATIONS

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Hybrid Noise-Oriented Multilabel Learning

(2019) Changqing Zhang et al.   IEEE Transactions on Cybernetics

Optimization Methods for Large-Scale Machine Learning

(2018) Léon Bottou et al.   SIAM REVIEW

Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion

(2018) Bo Du et al.   IEEE Transactions on Cybernetics

Robust Discriminant Regression for Feature Extraction

(2017) Zhihui Lai et al.   IEEE Transactions on Cybernetics

Robust Fuzzy Adaptive Tracking Control for Nonaffine Stochastic Nonlinear Switching Systems

(2017) Huanqing Wang et al.   IEEE Transactions on Cybernetics

Bi-Level Semantic Representation Analysis for Multimedia Event Detection

(2017) Xiaojun Chang et al.   IEEE Transactions on Cybernetics

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition

(2008) A. Torralba et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE