Zobrazeno 1 - 10
of 13 425
pro vyhledávání: '"P. Schüler"'
Autor:
Bertalis, Nerijus, Granse, Paul, Gül, Ferhat, Hauss, Florian, Menkel, Leon, Schüler, David, Speier, Tom, Galke, Lukas, Scherp, Ansgar
Assigning a subset of labels from a fixed pool of labels to a given input text is a text classification problem with many real-world applications, such as in recommender systems. Two separate research streams address this issue. Hierarchical Text Cla
Externí odkaz:
http://arxiv.org/abs/2411.13687
Autor:
Abel, Elliott, Crevasse, Peyton, Grinspan, Yvan, Mazioud, Selma, Ogundipe, Folu, Reimann, Kristof, Schueler, Ellie, Steindl, Andrew J., Zhang, Ellen, Bhaskar, Dhananjay, Viswanath, Siddharth, Zhang, Yanlei, Rudner, Tim G. J., Adelstein, Ian, Krishnaswamy, Smita
Drawing motivation from the manifold hypothesis, which posits that most high-dimensional data lies on or near low-dimensional manifolds, we apply manifold learning to the space of neural networks. We learn manifolds where datapoints are neural networ
Externí odkaz:
http://arxiv.org/abs/2411.12626
Autor:
Date, Mihir, Petocchi, Francesco, Yen, Yun, Krieger, Jonas A., Pal, Banabir, Hasse, Vicky, McFarlane, Emily C., Körner, Chris, Yoon, Jiho, Watson, Matthew D., Strocov, Vladimir N., Xu, Yuanfeng, Kostanovski, Ilya, Ali, Mazhar N., Ju, Sailong, Plumb, Nicholas C., Sentef, Michael A., Woltersdorf, Georg, Schüler, Michael, Werner, Philipp, Felser, Claudia, Parkin, Stuart S. P., Schröter, Niels B. M.
In a well-ordered crystalline solid, insulating behaviour can arise from two mechanisms: electrons can either scatter off a periodic potential, thus forming band gaps that can lead to a band insulator, or they localize due to strong interactions, res
Externí odkaz:
http://arxiv.org/abs/2410.16199
Autor:
Kapetanović, Edin, Gigante, Guglielmo Nicola, Schüler, Malte, Wehling, Tim O., van Loon, Erik
Electronic correlations arise from the competition between the electrons' kinetic and Coulomb interaction energy and give rise to a rich phase diagram and many emergent quasiparticles. The binding of doubly-occupied and empty sites into a doublon-hol
Externí odkaz:
http://arxiv.org/abs/2409.05640
For the last several years, the embedding of hidden information by steganographic techniques in network communications is increasingly used by attackers in order to obscure data infiltration, exfiltration or command and control in IT (information tec
Externí odkaz:
http://arxiv.org/abs/2406.19338
Autor:
Schueler, J., Araújo, H. M., Balashov, S. N., Borg, J. E., Brew, C., Brunbauer, F. M., Cazzaniga, C., Cottle, A., Frost, C. D., Garcia, F., Hunt, D., Kaboth, A. C., Kastriotou, M., Katsioulas, I., Khazov, A., Knights, P., Kraus, H., Kudryavtsev, V. A., Lilley, S., Lindote, A., Lisowska, M., Loomba, D., Lopes, M. I., Asamar, E. Lopez, Dapica, P. Luna, Majewski, P. A., Marley, T., McCabe, C., Millins, L., Mills, A. F., Nakhostin, M., Nandakumar, R., Neep, T., Neves, F., Nikolopoulos, K., Oliveri, E., Ropelewski, L., Solovov, V. N., Sumner, T. J., Tarrant, J., Tilly, E., Turnley, R., Veenhof, R.
Deep learning-based object detection algorithms enable the simultaneous classification and localization of any number of objects in image data. Many of these algorithms are capable of operating in real-time on high resolution images, attributing to t
Externí odkaz:
http://arxiv.org/abs/2406.07538
Autor:
Palmiero, Allison, Liu, Kevin, Colnot, Julie, Chopra, Nitish, Neill, Denae, Connell, Luke, Velasquez, Brett, Koong, Albert C., Lin, Steven H., Balter, Peter, Tailor, Ramesh, Robert, Charlotte, Germond, Jean-François, Jorge, Patrik Gonçalves, Geyer, Reiner, Beddar, Sam, Moeckli, Raphael, Schüler, Emil
Background & Purpose: FLASH or ultra-high dose rate (UHDR) radiation therapy (RT) has gained attention in recent years for its ability to spare normal tissues relative to conventional dose rate (CDR) RT in various preclinical trials. However, clinica
Externí odkaz:
http://arxiv.org/abs/2405.15146
Autor:
Merboldt, Marco, Schüler, Michael, Schmitt, David, Bange, Jan Philipp, Bennecke, Wiebke, Gadge, Karun, Pierz, Klaus, Schumacher, Hans Werner, Momeni, Davood, Steil, Daniel, Manmana, Salvatore R., Sentef, Michael, Reutzel, Marcel, Mathias, Stefan
Recent advances in the field of condensed-matter physics have unlocked the potential to realize and control emergent material phases that do not exist in thermal equilibrium. One of the most promising concepts in this regard is Floquet engineering, t
Externí odkaz:
http://arxiv.org/abs/2404.12791
Many bacteria share the fascinating ability to sense Earth's magnetic field -- a process known as magnetotaxis. These bacteria synthesize magnetic nanoparticles, called magnetosomes, within their own cell body and arrange them to form a linear magnet
Externí odkaz:
http://arxiv.org/abs/2403.11801
Autor:
Liu, Kevin, Holmes, Shannon, Khan, Ahtesham Ullah, Hooten, Brian, DeWerd, Larry, Schüler, Emil, Beddar, Sam
The aim of this study was to optimize the design and performance of parallel plate ion chambers for use in ultra-high dose rate (UHDR) dosimetry applications, and evaluate their potential as reference class chambers for calibration purposes. Three ch
Externí odkaz:
http://arxiv.org/abs/2403.05661