Ever had an idea for something that looked cool, but wouldn't work well in practice? When it comes to designing things like ...
Imagine trying to design a key for a lock that is constantly changing its shape. That is the exact challenge we face in ...
A comprehensive Python framework designed for exploring the loss landscapes of deep learning models.
Landscaper is available on PyPI, making it easy to install and integrate into your projects. @misc{https://doi.org/10.5281/zenodo.15874987, doi = {10.5281/ZENODO ...
Abstract: Programming language source code vulnerability mining is crucial to improving the security of software systems, but current research is mostly focused on the C language field, with little ...
Abstract: Adversarial examples are important to test and enhance the robustness of deep code models. As source code is discrete and has to strictly stick to complex grammar and semantics constraints, ...
A team of EPFL researchers has developed an AI algorithm that can model complex dynamical processes while taking into account ...
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