Publications associées à Strabon: A Semantic Geospatial DBMS

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Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

Sabine Süsstrunk, Mathieu Salzmann, Yulun Jiang, Chen Liu, Zhuoyi Huang

We address the problem of stably and efficiently training a deep neural network robust to adversarial perturbations bounded by an

l_1

norm. We demonstrate that achieving robustness against

l_1

-bounded perturbations is more challenging than in the

l_2

...

2023

Strabon: A Semantic Geospatial DBMS

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A method and system for optimizing design, implantation, and stimulation protocols of electrodes stimulating the nervous system

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Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

A method and system for optimizing design, implantation, and stimulation protocols of electrodes stimulating the nervous system

Strain-based analysis on the influence of local undercut geometry on fatigue crack initiation life

FENNECS: a novel particle-in-cell code for simulating the formation of magnetized non-neutral plasmas trapped by electrodes of complex geometries

Geometric Learning: Leveraging differential geometry for learning and control

Stress tolerance of lightweight glass-free PV modules for vehicle integration

Incorporating Projective Geometry into Deep Learning

Multimaterial Volumetric Printing of Silica-Based Glasses

Into the ice: Exploration and data capturing in glacial moulins by a tethered robot

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

T-5 configurations and hyperbolic systems