Mike Papadakis
4 papers · 2022–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
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Research topics
Keywords
adversarial robustness
(2)
auxiliary task
(2)
multi-task learning
(2)
adversarial training
(1)
posterior distribution
(1)
adversarial attack
(1)
black-box attack
(1)
deep neural network
(1)
bayesian neural network
(1)
adversarial example
(1)
robust accuracy
(1)
task augmentation
(1)
gradient curvature regularization
(1)
task weighting
(1)
data augmentation
(1)
model architecture
(1)
Papers
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks
ICML 2023
Adversarial Robustness in Multi-Task Learning: Promises and Illusions
AAAI 2022
Efficient and transferable adversarial examples from bayesian neural networks
UAI 2022
LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity
ECCV 2022