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lipchitz constant

12 papers

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Co-occurring keywords

neural network (6616) lipschitz constant (48) generalization bound (652) adversarial robustness (1341) adversarial example (564) adversarial attack (1621) adversarial training (1262) certified robustness (116) differential privacy (1016) covering number (34)

Papers

Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models AAAI 2025
Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions NIPS 2024
Functions with average smoothness: structure, algorithms, and learning JMLR 2024
Beyond Uniform Lipschitz Condition in Differentially Private Optimization ICML 2023
Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective NIPS 2022
SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training NIPS 2022
What training reveals about neural network complexity NIPS 2021
Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons ICML 2021
The Lipschitz Constant of Self-Attention ICML 2021
Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder CVPR 2020
Assessing Local Generalization Capability in Deep Models AISTATS 2020
Parseval Networks: Improving Robustness to Adversarial Examples ICML 2017