Yusuke Tsuzuku
3 papers · 2018–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (11) π Interdisciplinary Bridge
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Taxonomy Completionist
(10)
Conferences
CVPR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
adversarial perturbation
(2)
fourier analysis
(1)
neural network optimization
(1)
generalization error
(1)
pac-bayesian analysis
(1)
generalization bound
(1)
convolutional neural network
(1)
convolutional network
(1)
generalization guarantee
(1)
lipschitz constant
(1)
neural network robustness
(1)
flat minima
(1)
fourier basis
(1)
neural network generalization
(1)
pac-bayesian theory
(1)
universal adversarial perturbation
(1)
shift invariance
(1)
provable defense
(1)
scale invariance
(1)
neural network
(1)
Papers
Normalized Flat Minima: Exploring Scale Invariant Definition of Flat Minima for Neural Networks Using PAC-Bayesian Analysis
ICML 2020
On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions
CVPR 2019
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks
NIPS 2018