From the 1 of 1.5k papers with an AI index.
1k citations
- Peking UniversityCN436 papers
- Tsinghua UniversityCN297 papers
- Carnegie Mellon UniversityUS269 papers
- Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali di FrascatiIT266 papers
- Institute of High Energy PhysicsCN255 papers
- University of Science and Technology of ChinaCN254 papers
- University of Chinese Academy of SciencesCN235 papers
- Indian Institute of Technology MadrasIN222 papers
- Joint Institute for Nuclear ResearchRU220 papers
- University of PerugiaIT220 papers
- Zhejiang UniversityCN220 papers
- Università degli Studi del Piemonte Orientale “Amedeo Avogadro”IT214 papers
Showing 2017 · cs.LGShow all
2 papers · 2 filters
cs.LG2017★ 5 cited
DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model
Bo Wu, Yang Liu, Bo Lang +1
Convolutional neural networks (CNNs) can be applied to graph similarity matching, in which case they are called graph CNNs. Graph CNNs are attracting increasing attention due to th…
cs.LG2017★ 90 cited
Orthogonal Weight Normalization: Solution to Optimization over Multiple Dependent Stiefel Manifolds in Deep Neural Networks
Lei Huang, Xianglong Liu, Bo Lang +3
Orthogonal matrix has shown advantages in training Recurrent Neural Networks (RNNs), but such matrix is limited to be square for the hidden-to-hidden transformation in RNNs. In thi…