A Local Similarity-Preserving Framework for Nonlinear Dimensionality
Reduction with Neural Networks

A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks

10 March 2021

Papers citing "A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks"

16 / 16 papers shown

Title
Structure Learning with Similarity Preserving Zhao Kang Xiao Lu Yiwei Lu Chong Peng Zenglin Xu 72 43 0 03 Dec 2019
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data Takanori Fujiwara Jia-Kai Chou Shilpika Shilpika Panpan Xu Liu Ren K. Ma 19 58 0 10 May 2019
Local Deep-Feature Alignment for Unsupervised Dimension Reduction Jian Zhang Jun-chen Yu Dacheng Tao 10 198 0 22 Apr 2019
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning Hong Huang Guangyao Shi Haibo He Yule Duan Fulin Luo 11 119 0 22 Dec 2018
dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning Palash Goyal Sujit Rokka Chhetri A. Canedo 41 399 0 07 Sep 2018
On Nonlinear Dimensionality Reduction, Linear Smoothing and Autoencoding Daniel Ting Michael I. Jordan 9 8 0 06 Mar 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 69 9,312 0 09 Feb 2018
Network Representation Learning: A Survey Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang GNN AI4TS 43 618 0 04 Dec 2017
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 69 1,786 0 22 Sep 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 172 9,924 0 15 Jul 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 101 10,800 0 03 Jul 2016
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 65 2,405 0 22 Jun 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 65 5,315 0 12 Mar 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 166 9,735 0 26 Mar 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 171 33,445 0 16 Oct 2013
A Tutorial on Spectral Clustering U. V. Luxburg 101 10,497 0 01 Nov 2007