刘柳
.Deep Streaming Label Learning.:International Conference on Machine Learning (ICML), 2020.
.Stochastically Controlled Compositional Gradient for Composition Problems.:IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2021.
.Variance Reduced Methods for Non-convex Composition Optimization.:IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),2021
.Trust-Region Adaptive Frequency for Online Continual Learning:International Journal of Computer Vision (IJCV), 2023.
.The Visual Footsteps Planning System for Exoskeleton Robots Under Complex Terrain:IEEE Transactions on Systems, Man, and Cybernetics - Systems, 2023.
.Overcoming Catastrophic ForgettinginContinualLearningbyExploringEigenvaluesofHessianMatrix:IEEETransactionsonNeural Networks and Learning Systems (T-NNLS), 2023.
.Attribute-Image Person Re-identification via Modal-Consistent Metric Learning:International Journal of Computer Vision (IJCV), 2023
Liu Liu,Xuanqing Liu,Cho-Jui Hsieh,Dacheng Tao.Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function:IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2023.