38 citations · 42 across the 4 of their papers we have counts for
4 papers
Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning
Yuxiang Wang, Xiao Yan, Chuang Hu +5
For graph self-supervised learning (GSSL), masked autoencoder (MAE) follows the generative paradigm and learns to reconstruct masked graph edges or node features. Contrastive Learn…
Self-discipline on multiple channels
Jiutian Zhao, Liang Luo, Hao Wang
Self-distillation relies on its own information to improve the generalization ability of the model and has a bright future. Existing self-distillation methods either require additi…
U-net Based Direct-path Dominance Test for Robust Direction-of-arrival Estimation
Hao Wang, Kai Chen, Jing Lu
It has been noted that the identification of the time-frequency bins dominated by the contribution from the direct propagation of the target speaker can significantly improve the r…
Natural-Parameter Networks: A Class of Probabilistic Neural Networks
Hao Wang, Xingjian Shi, Dit-Yan Yeung
Neural networks (NN) have achieved state-of-the-art performance in various applications. Unfortunately in applications where training data is insufficient, they are often prone to…