Zobrazeno 1 - 10
of 1 285
pro vyhledávání: '"WEBER, JONATHAN"'
Autor:
Schröder, Alexander, Wendeln, Andreas, Weber, Jonathan T., Mukai, Masaki, Kohno, Yuji, Schäfer, Sascha
Ultrafast transmission electron microscopy (UTEM) has emerged as a versatile technique for the time-resolved imaging of nanoscale dynamics on timescales down to few-hundred attoseconds but the temporal and spatial resolutions are still limited by the
Externí odkaz:
http://arxiv.org/abs/2410.23961
Deep learning models have been shown to be a powerful solution for Time Series Classification (TSC). State-of-the-art architectures, while producing promising results on the UCR and the UEA archives , present a high number of trainable parameters. Th
Externí odkaz:
http://arxiv.org/abs/2409.02869
The phase-resolved imaging of confined light fields by homodyne detection is a cornerstone of metrology in nano-optics and photonics, but its application in electron microscopy has been limited so far. Here, we report the mapping of optical modes in
Externí odkaz:
http://arxiv.org/abs/2408.14162
The development of generative artificial intelligence for human motion generation has expanded rapidly, necessitating a unified evaluation framework. This paper presents a detailed review of eight evaluation metrics for human motion generation, highl
Externí odkaz:
http://arxiv.org/abs/2405.07680
Over the past decade, Time Series Classification (TSC) has gained an increasing attention. While various methods were explored, deep learning - particularly through Convolutional Neural Networks (CNNs)-stands out as an effective approach. However, du
Externí odkaz:
http://arxiv.org/abs/2311.14534
Autor:
Ismail-Fawaz, Ali, Fawaz, Hassan Ismail, Petitjean, François, Devanne, Maxime, Weber, Jonathan, Berretti, Stefano, Webb, Geoffrey I., Forestier, Germain
Time series data can be found in almost every domain, ranging from the medical field to manufacturing and wireless communication. Generating realistic and useful exemplars and prototypes is a fundamental data analysis task. In this paper, we investig
Externí odkaz:
http://arxiv.org/abs/2309.16353
Autor:
Weber, Jonathan T., Schäfer, Sascha
Surface charging is a phenomenon ubiquitously observable in in-situ transmission electron microscopy of non-conducting specimens as a result of electron beam/sample interactions or optical stimuli and often limits the achievable image stability and s
Externí odkaz:
http://arxiv.org/abs/2308.10272
Autor:
Ismail-Fawaz, Ali, Dempster, Angus, Tan, Chang Wei, Herrmann, Matthieu, Miller, Lynn, Schmidt, Daniel F., Berretti, Stefano, Weber, Jonathan, Devanne, Maxime, Forestier, Germain, Webb, Geoffrey I.
The measurement of progress using benchmarks evaluations is ubiquitous in computer science and machine learning. However, common approaches to analyzing and presenting the results of benchmark comparisons of multiple algorithms over multiple datasets
Externí odkaz:
http://arxiv.org/abs/2305.11921