On the Robustness of Deep Networks for Images Classification

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Event details

Date 13.07.2015
Hour 10:00
Speaker Seyed-Mohsen Moosavi-Dezfooli
Location
Category Conferences - Seminars
EDIC Candidacy Exam:
Exam president: Prof. Sabine Süsstrunk
Thesis director: Prof. Pascal Frossard
Co-examiner: Dr. François Fleuret

Research Proposal


Stability and Generalization by O. Bousquet, et al. The Journal of Machine Learning Research 2002.
Intriguing properties of neural networks, by Szegedy, C. et al. ICLR 2014
Invariant Scattering Convolution Networks Pattern Analysis and Machine Intelligences, by Bruna, J., & Mallat, S. (n.d). IEEE Transactions on, 35(8), 1872-1886.

Practical information

  • General public
  • Free

Contact

  • Evelyn Duperrex

Tags

EDIC Candidacy Exam

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