Zobrazeno 1 - 10
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pro vyhledávání: '"Till, A"'
Transfer learning is a powerful technique for knowledge-sharing between different tasks. Recent work has found that the representations of models with certain invariances, such as to adversarial input perturbations, achieve higher performance on down
Externí odkaz:
http://arxiv.org/abs/2407.04325
Autor:
Traub, Jeremias, Bungert, Till J., Lüth, Carsten T., Baumgartner, Michael, Maier-Hein, Klaus H., Maier-Hein, Lena, Jaeger, Paul F
Selective Classification, wherein models can reject low-confidence predictions, promises reliable translation of machine-learning based classification systems to real-world scenarios such as clinical diagnostics. While current evaluation of these sys
Externí odkaz:
http://arxiv.org/abs/2407.01032
Network-based biocomputation (NBC) is an alternative parallel computing paradigm that encodes combinatorial problems into a nanofabricated device's graphical network of channels, enabling cytoskeletal filaments propelled by molecular motors to explor
Externí odkaz:
http://arxiv.org/abs/2407.01754
Energy efficiency has become a key concern in modern computing. Major processor vendors now offer heterogeneous architectures that combine powerful cores with energy-efficient ones, such as Intel P/E systems, Apple M1 chips, and Samsungs Exyno's CPUs
Externí odkaz:
http://arxiv.org/abs/2406.18980
Vertex deletion problems for graphs are studied intensely in classical and parameterized complexity theory. They ask whether we can delete at most k vertices from an input graph such that the resulting graph has a certain property. Regarding k as the
Externí odkaz:
http://arxiv.org/abs/2406.18299
Autor:
Schertenleib, Till, Schmuckler, Daniel, Chen, Yucong, Jin, Geng Bang, Queen, Wendy L., Billinge, Simon J. L.
In this work, we explored data acquisition protocols and improved data reduction protocols using PDFgetX3 to obtain reliable data for atomic pair distribution function (PDF) analysis from a laboratory-based Mo x-ray source. A variable counting scheme
Externí odkaz:
http://arxiv.org/abs/2406.18177
This paper presents a method to recover quadrotor UAV from a throw, when no control parameters are known before the throw. We leverage the availability of high-frequency rotor speed feedback available in racing drone hardware and software to find con
Externí odkaz:
http://arxiv.org/abs/2406.11723
Autor:
Peißker, Florian, Zajaček, Michal, Melamed, Maria, Ali, Basel, Singhal, Myank, Dassel, Till, Eckart, Andreas, Karas, Vladimir
The observation of several L-band emission sources in the S cluster has led to a rich discussion of their nature. However, a definitive answer to the classification of the dusty objects requires an explanation for the detection of compact Doppler-shi
Externí odkaz:
http://arxiv.org/abs/2406.09916
In the context of planar conformal gauge theory, we study five-point correlation functions between the interaction Lagrangian and four of the lightest single-trace, gauge-invariant scalar primaries. After performing two light-cone OPEs, we express th
Externí odkaz:
http://arxiv.org/abs/2406.04294
Message-passing graph neural networks (GNNs), while excelling at capturing local relationships, often struggle with long-range dependencies on graphs. Conversely, graph transformers (GTs) enable information exchange between all nodes but oversimplify
Externí odkaz:
http://arxiv.org/abs/2406.03386