On Geometric Structure of Activation Spaces in Neural Networks

On Geometric Structure of Activation Spaces in Neural Networks

2 April 2019

Xinbing Wang

Papers citing "On Geometric Structure of Activation Spaces in Neural Networks"

13 / 13 papers shown

Title
An Investigation of the Weight Space to Monitor the Training Progress of Neural Networks Konstantin Schurholt Damian Borth 72 3 0 18 Jun 2020
On Generalization Error Bounds of Noisy Gradient Methods for Non-Convex Learning Jian Li Xuanyuan Luo Mingda Qiao 59 89 0 02 Feb 2019
CommunityGAN: Community Detection with Generative Adversarial Nets Yuting Jia Qinqin Zhang Weinan Zhang Xinbing Wang GNN GAN 60 117 0 20 Jan 2019
Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation Liwei Wang Lunjia Hu Jiayuan Gu Y. Wu Zhiqiang Hu Kun He John E. Hopcroft SSL 57 117 0 28 Oct 2018
AceKG: A Large-scale Knowledge Graph for Academic Data Mining Ruijie Wang Yuchen Yan Jialu Wang Yuting Jia Ye Zhang Weinan Zhang Xinbing Wang SLR 44 106 0 23 Jul 2018
Curvature-based Comparison of Two Neural Networks Tao Yu Huan Long John E. Hopcroft 3DPC 42 13 0 21 Jan 2018
SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction Hongwei Wang Fuzheng Zhang Min Hou Xing Xie Minyi Guo Qi Liu 77 330 0 03 Dec 2017
GraphGAN: Graph Representation Learning with Generative Adversarial Nets Hongwei Wang Jia Wang Jialin Wang Miao Zhao Weinan Zhang Fuzheng Zhang Xing Xie Minyi Guo GNN GAN 87 625 0 22 Nov 2017
On the Expressive Power of Deep Neural Networks M. Raghu Ben Poole Jon M. Kleinberg Surya Ganguli Jascha Narain Sohl-Dickstein 61 788 0 16 Jun 2016
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 246 16,361 0 30 Apr 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 254 9,789 0 26 Mar 2014
Approximating the volume of unions and intersections of high-dimensional geometric objects K. Bringmann Tobias Friedrich 117 199 0 04 Sep 2008