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pro vyhledávání: '"Lippe, P."'
Causal Representation Learning (CRL) aims at identifying high-level causal factors and their relationships from high-dimensional observations, e.g., images. While most CRL works focus on learning causal representations in a single environment, in thi
Externí odkaz:
http://arxiv.org/abs/2403.09830
Autor:
Papa, Samuele, Valperga, Riccardo, Knigge, David, Kofinas, Miltiadis, Lippe, Phillip, Sonke, Jan-Jakob, Gavves, Efstratios
Neural fields (NeFs) have recently emerged as a versatile method for modeling signals of various modalities, including images, shapes, and scenes. Subsequently, a number of works have explored the use of NeFs as representations for downstream tasks,
Externí odkaz:
http://arxiv.org/abs/2312.10531
Autor:
Lippe, Phillip, Veeling, Bastiaan S., Perdikaris, Paris, Turner, Richard E., Brandstetter, Johannes
Time-dependent partial differential equations (PDEs) are ubiquitous in science and engineering. Recently, mostly due to the high computational cost of traditional solution techniques, deep neural network based surrogates have gained increased interes
Externí odkaz:
http://arxiv.org/abs/2308.05732
Autor:
N. Trajtenberg, S. Fossati, C. Diaz, A. E. Nivette, R. Aguilar, A. Ahven, L. Andrade, S. Amram, B. Ariel, M. J. Arosemena Burbano, R. Astolfi, D. Baier, H.-M. Bark, J. E. H. Beijers, M. Bergman, D. Borges, G. Breeztke, I. Cano, I. A. Concha Eastman, S. Curtis-Ham, R. Davenport, C. Droppelman, D. Fleitas, M. Gerell, K.-H. Jang, J. Kääriäinen, T. Lappi-Seppälä, W.-S. Lim, R. Loureiro Revilla, L. Mazerolle, C. Mendoza, G. Meško, N. Pereda, M. F. Peres, R. Poblete-Cazenave, E. Rojido, S. Rose, O. Sanchez de Ribera, R. Svensson, T. van der Lippe, J. A. M. Veldkamp, C. J. Vilalta Perdomo, R. Zahnow, M. P. Eisner
Publikováno v:
Crime Science, Vol 13, Iss 1, Pp 1-12 (2024)
Abstract There is a vast literature evaluating the empirical association between stay-at-home policies and crime during the COVID-19 pandemic. However, these academic efforts have primarily focused on the effects within specific cities or regions rat
Externí odkaz:
https://doaj.org/article/8eff9a2017844781bc678a52c2529b17
Autor:
Lippe, Phillip, Magliacane, Sara, Löwe, Sindy, Asano, Yuki M., Cohen, Taco, Gavves, Efstratios
Identifying the causal variables of an environment and how to intervene on them is of core value in applications such as robotics and embodied AI. While an agent can commonly interact with the environment and may implicitly perturb the behavior of so
Externí odkaz:
http://arxiv.org/abs/2306.09643
The binding problem in human cognition, concerning how the brain represents and connects objects within a fixed network of neural connections, remains a subject of intense debate. Most machine learning efforts addressing this issue in an unsupervised
Externí odkaz:
http://arxiv.org/abs/2306.00600
Autor:
La, Helena, Brokkelkamp, Abel, van der Lippe, Stijn, ter Hoeve, Jaco, Rojo, Juan, Conesa-Boj, Sonia
Among the many potential applications of topological insulator materials, their broad potential for the development of novel tunable plasmonics at THz and mid-infrared frequencies for quantum computing, terahertz detectors, and spintronic devices is
Externí odkaz:
http://arxiv.org/abs/2305.03752
Autor:
Kylie Meyer, Kyungmi Lee, Sutthinee Thorngthip, Patricia Burant, Megan Lippe, Daria Neidre, Carole White, Rocio Norman, Byeong Yeob Choi, Crystal M. Glover, Janice Bell, Kenneth Hepburn
Publikováno v:
Trials, Vol 25, Iss 1, Pp 1-15 (2024)
Abstract Background Nearly two-thirds of family caregivers of persons living with Alzheimer’s disease or related dementias (AD/ADRD) provide complex care, including medical care. Family caregivers typically receive little to no training on how to p
Externí odkaz:
https://doaj.org/article/13b44331c1694ed0985ba2ad1802bc55
Autor:
Gerd R. Burmester, Jayne Stigler, Andrea Rubbert-Roth, Yoshiya Tanaka, Valderilio F. Azevedo, Derek Coombs, Ivan Lagunes, Ralph Lippe, Peter Wung, Lianne S. Gensler
Publikováno v:
Rheumatology and Therapy, Vol 11, Iss 3, Pp 737-753 (2024)
Abstract Introduction This integrated analysis of the phase 2/3 and phase 3 SELECT trials describes the safety profile of upadacitinib, an oral Janus kinase inhibitor, for up to 5 years of exposure across psoriatic arthritis (PsA), ankylosing spondyl
Externí odkaz:
https://doaj.org/article/e351d86bf89749d7bfde8d923d44f476
Computational fluid dynamics (CFD) is a valuable asset for patient-specific cardiovascular-disease diagnosis and prognosis, but its high computational demands hamper its adoption in practice. Machine-learning methods that estimate blood flow in indiv
Externí odkaz:
http://arxiv.org/abs/2212.05023