1 code implementation • IEEE Transactions on Neural Networks and Learning Systems 2022 • Yao Lu, Le Zhang, Xiaofei Yang, and Yicong Zhou
First, the spectrum feature learned by HNN is insufficient and limited because the number of DCT filters is much smaller than that of feature maps.
1 code implementation • 1 Mar 2021 • Aoran Xiao, Xiaofei Yang, Shijian Lu, Dayan Guan, Jiaxing Huang
Specifically, we design a residual dense block with multiple receptive fields as a building block in the encoder which preserves detailed information in each modality and learns hierarchical modality-specific and fused features effectively.
Ranked #23 on 3D Semantic Segmentation on SemanticKITTI
no code implementations • 25 Nov 2020 • Linhao Luo, Liqi Yang, Ju Xin, Yixiang Fang, Xiaofeng Zhang, Xiaofei Yang, Kai Chen, Zhiyuan Zhang, Kai Liu
In particular, we technically propose a novel random CNN component that can randomly convolute non-adjacent features to capture their interaction information and learn feature embeddings of key attributes to make the final recommendation.
no code implementations • 23 Sep 2019 • Yaping Zheng, Shiyi Chen, Xinni Zhang, Xiaofeng Zhang, Xiaofei Yang, Di Wang
Community detection has long been an important yet challenging task to analyze complex networks with a focus on detecting topological structures of graph data.