Zobrazeno 1 - 10
of 2 864
pro vyhledávání: '"A. A. Rusak"'
Data Attribution (DA) methods quantify the influence of individual training data points on model outputs and have broad applications such as explainability, data selection, and noisy label identification. However, existing DA methods are often comput
Externí odkaz:
http://arxiv.org/abs/2410.09940
Autor:
Mayilvahanan, Prasanna, Zimmermann, Roland S., Wiedemer, Thaddäus, Rusak, Evgenia, Juhos, Attila, Bethge, Matthias, Brendel, Wieland
Out-of-Domain (OOD) generalization is the ability of a model trained on one or more domains to generalize to unseen domains. In the ImageNet era of computer vision, evaluation sets for measuring a model's OOD performance were designed to be strictly
Externí odkaz:
http://arxiv.org/abs/2410.08258
Autor:
Hosp, Benedikt W., Severitt, Björn, Agarwala, Rajat, Rusak, Evgenia, Sauer, Yannick, Wahl, Siegfried
In an era where personalized technology is increasingly intertwined with daily life, traditional eye-tracking systems and autofocal glasses face a significant challenge: the need for frequent, user-specific calibration, which impedes their practicali
Externí odkaz:
http://arxiv.org/abs/2408.03591
Autor:
Abbas, Amro, Rusak, Evgenia, Tirumala, Kushal, Brendel, Wieland, Chaudhuri, Kamalika, Morcos, Ari S.
Utilizing massive web-scale datasets has led to unprecedented performance gains in machine learning models, but also imposes outlandish compute requirements for their training. In order to improve training and data efficiency, we here push the limits
Externí odkaz:
http://arxiv.org/abs/2401.04578
Autor:
Mayilvahanan, Prasanna, Wiedemer, Thaddäus, Rusak, Evgenia, Bethge, Matthias, Brendel, Wieland
Foundation models like CLIP are trained on hundreds of millions of samples and effortlessly generalize to new tasks and inputs. Out of the box, CLIP shows stellar zero-shot and few-shot capabilities on a wide range of out-of-distribution (OOD) benchm
Externí odkaz:
http://arxiv.org/abs/2310.09562
Autor:
Fish, Sara, Gölz, Paul, Parkes, David C., Procaccia, Ariel D., Rusak, Gili, Shapira, Itai, Wüthrich, Manuel
Traditionally, social choice theory has only been applicable to choices among a few predetermined alternatives but not to more complex decisions such as collectively selecting a textual statement. We introduce generative social choice, a framework th
Externí odkaz:
http://arxiv.org/abs/2309.01291
Autor:
Aleksandra Kęska, Agnieszka Rusak, Radosław Włostowski, Mikołaj Dziemieszkiewicz, Natalia Szymlet
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Exhaust emissions, which count among the most common causes of premature death worldwide, can cause irreversible changes in cells, leading to their damage or degeneration. In this research, L929 line cells were observed after exposure in the
Externí odkaz:
https://doaj.org/article/9c52fa46d38d4d0b8795713bafe70374
Autor:
Monika Mrozowska, Tomasz Górnicki, Mateusz Olbromski, Aleksandra Izabela Partyńska, Piotr Dzięgiel, Agnieszka Rusak
Publikováno v:
Cancer Medicine, Vol 13, Iss 14, Pp n/a-n/a (2024)
Abstract Background The tetraspanin (TSPAN) family comprises 33 membrane receptors involved in various physiological processes in humans. Tetrasapanins are surface proteins expressed in cells of various organisms. They are localised to the cell membr
Externí odkaz:
https://doaj.org/article/b4f9b38e29624dc6a9119708a4d6455c
Autor:
Justyna Rusak
Publikováno v:
Athens Journal of Humanities & Arts, Vol 11, Iss 1, Pp 49-66 (2024)
The article explores Katherine Anne Porter’s existential concerns reflected in her fiction. Applying the tools of biographical and historical criticism as well as textual analysis, the study delves into the disintegrating apocalyptic fictional worl
Externí odkaz:
https://doaj.org/article/ae72f31147674a4785c80979b69eac66
We argue that double inflation may occur when a spectator field is non-minimally coupled to gravity. As a concrete example, we study a two-field inflationary model where the initial spectator field is non-minimally coupled to gravity while the initia
Externí odkaz:
http://arxiv.org/abs/2202.04869