SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries

Author:

Humayun Ahmed Imtiaz1,Balestriero Randall2,Balakrishnan Guha1,Baraniuk Richard1

Affiliation:

1. Rice University

2. Meta AI, FAIR

Funder

NSF

ONR

MURI

AFOSR

Publisher

IEEE

Reference43 articles.

1. Complexity of linear re-gions in deep networks;hanin;ArXiv Preprint,2019

2. On the expressive power of deep neural networks;raghu;ArXiv Preprint,2016

3. Deep sparse rectifier neural networks;glorot;AISTATS,0

4. On the expressive power of deep neural networks;raghu;ICML,0

5. Decision boundary anal-ysis of adversarial examples;he;ICLRE,0

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Comparative Analysis of the Linear Regions in ReLU and LeakyReLU Networks;Communications in Computer and Information Science;2023-11-26

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