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IEEE Transactions on Neural Networks and Learning Systems|February 7, 2024
Attentive Learning Facilitates Generalization of Neural NetworksShiye Lei, Fengxiang He, Haowen Chen, et al.IEEE Transactions on Neural Networks and Learning Systems|November 3, 2023
Understanding Deep Learning via Decision BoundaryShiye Lei, Fengxiang He, Yancheng Yuan, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|October 6, 2023
A Comprehensive Survey of Dataset DistillationShiye Lei, Dacheng TaoIEEE Transactions on Neural Networks and Learning Systems|February 8, 2020
Why ResNet Works? Residuals GeneralizeFengxiang He, Tongliang Liu, Dacheng TaoIEEE Transactions on Pattern Analysis and Machine Intelligence|September 30, 2022
Channel Exchanging Networks for Multimodal and Multitask Dense Image PredictionYikai Wang, Fuchun Sun, Wenbing Huang, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|August 19, 2024
Approaching the Global Nash Equilibrium of Non-Convex Multi-Player GamesGuanpu Chen, Gehui Xu, Fengxiang He, et al.Neural Computation|July 26, 2021
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic ForgettingZeke Xie, Fengxiang He, Shaopeng Fu, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 26, 2011
Max-min distance analysis by using sequential SDP relaxation for dimension reductionWei Bian, Dacheng TaoIEEE Transactions on Pattern Analysis and Machine Intelligence|April 6, 2016
Classification with Noisy Labels by Importance ReweightingTongliang Liu, Dacheng TaoIEEE Transactions on Neural Networks and Learning Systems|August 16, 2015
On the Performance of Manhattan Nonnegative Matrix FactorizationTongliang Liu, Dacheng TaoPageof 56