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03/13/2022
Query-Efficient Black-box Adversarial Attacks Guided by a Transfer-based Prior
Adversarial attacks have been extensively studied in recent years since ...
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07/21/2021
On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms
Zeroth-order (ZO) optimization is widely used to handle challenging task...
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09/15/2020
Switching Gradient Directions for Query-Efficient Black-Box Adversarial Attacks
We propose a simple and highly query-efficient black-box adversarial att...
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02/18/2020
A Wasserstein Minimum Velocity Approach to Learning Unnormalized Models
Score matching provides an effective approach to learning flexible unnor...
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06/17/2019
