Zobrazeno 1 - 10
of 179
pro vyhledávání: '"Weiß, Philipp"'
Fail-operational systems are a prerequisite for autonomous driving. Without a driver who can act as a fallback solution in a critical failure scenario, the system has to be able to mitigate failures on its own and keep critical applications operation
Externí odkaz:
http://arxiv.org/abs/2305.07401
A variety of methods exist to explain image classification models. However, whether they provide any benefit to users over simply comparing various inputs and the model's respective predictions remains unclear. We conducted a user study (N=240) to te
Externí odkaz:
http://arxiv.org/abs/2204.11642
A growing number of approaches exist to generate explanations for image classification. However, few of these approaches are subjected to human-subject evaluations, partly because it is challenging to design controlled experiments with natural image
Externí odkaz:
http://arxiv.org/abs/2105.02825
Publikováno v:
Phys. Rev. A 103, 033309 (2021)
A typical strategy of realizing an adiabatic change of a many-particle system is to vary parameters very slowly on a time scale $t_\text{r}$ much larger than intrinsic equilibration time scales. In the ideal case of adiabatic state preparation, $t_\t
Externí odkaz:
http://arxiv.org/abs/2010.16163
Convolutional neural networks (CNNs) offer great machine learning performance over a range of applications, but their operation is hard to interpret, even for experts. Various explanation algorithms have been proposed to address this issue, yet limit
Externí odkaz:
http://arxiv.org/abs/2002.00772
Autor:
Schuessler, Martin, Weiß, Philipp
Publikováno v:
ACM CHI Extended Abstracts (2019) Paper No. LBW2810
The use of complex machine learning models can make systems opaque to users. Machine learning research proposes the use of post-hoc explanations. However, it is unclear if they give users insights into otherwise uninterpretable models. One minimalist
Externí odkaz:
http://arxiv.org/abs/1905.02994
Autor:
Jolie, Wouter, Murray, Clifford, Weiß, Philipp S., Hall, Joshua, Portner, Fabian, Atodiresei, Nicolae, Krasheninnikov, Arkady V., Busse, Carsten, Komsa, Hannu-Pekka, Rosch, Achim, Michely, Thomas
Publikováno v:
Phys. Rev. X 9, 011055 (2019)
Two- or three-dimensional metals are usually well described by weakly interacting, fermionic quasiparticles. This concept breaks down in one dimension due to strong Coulomb interactions. There, low-energy electronic excitations are expected to be bos
Externí odkaz:
http://arxiv.org/abs/1903.08908