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pro vyhledávání: '"A, Horsch"'
The domain of online learning has experienced multifaceted expansion owing to its prevalence in real-life applications. Nonetheless, this progression operates under the assumption that the input feature space of the streaming data remains constant. I
Externí odkaz:
http://arxiv.org/abs/2404.04903
Untrimmed videos have interrelated events, dependencies, context, overlapping events, object-object interactions, domain specificity, and other semantics that are worth highlighting while describing a video in natural language. Owing to such a vast d
Externí odkaz:
http://arxiv.org/abs/2311.02538
Autor:
Agarwal, Rohit, Sinha, Aman, Vishwakarma, Ayan, Coubez, Xavier, Clausel, Marianne, Constant, Mathieu, Horsch, Alexander, Prasad, Dilip K.
Modeling irregularly-sampled time series (ISTS) is challenging because of missing values. Most existing methods focus on handling ISTS by converting irregularly sampled data into regularly sampled data via imputation. These models assume an underlyin
Externí odkaz:
http://arxiv.org/abs/2309.08698
Autor:
Eyberg Christoph, Shiravand Ashkan, Klemm Patrick, Horsch Johannes, Cattaneo Giorgio, Langejürgen Jens
Publikováno v:
Current Directions in Biomedical Engineering, Vol 10, Iss 1, Pp 13-16 (2024)
Knowledge of contact forces between instruments and blood vessels during endovascular interventions like thrombectomies can help make these interventions safer and faster. We show that it is generally feasible to derive the contact forces directly fr
Externí odkaz:
https://doaj.org/article/067f5b602edd417faa3321aa7a4da239
Autor:
Arora, Gauri, Butola, Ankit, Rajput, Ruchi, Agarwal, Rohit, Agarwal, Krishna, Horsch, Alexander, Prasad, Dilip K, Senthilkumaran, Paramasivam
Structured beams carrying topological defects, namely phase and Stokes singularities, have gained extensive interest in numerous areas of optics. The non-separable spin and orbital angular momentum states of hybridly polarized Stokes singular beams p
Externí odkaz:
http://arxiv.org/abs/2306.05974
Publikováno v:
Transactions on Machine Learning Research, 2023
Many real-world applications based on online learning produce streaming data that is haphazard in nature, i.e., contains missing features, features becoming obsolete in time, the appearance of new features at later points in time and a lack of clarit
Externí odkaz:
http://arxiv.org/abs/2303.05155
Image retrieval has garnered growing interest in recent times. The current approaches are either supervised or self-supervised. These methods do not exploit the benefits of hybrid learning using both supervision and self-supervision. We present a nov
Externí odkaz:
http://arxiv.org/abs/2303.03050
Autor:
Punnakkal, Abhinanda R., Jadhav, Suyog S, Horsch, Alexander, Agarwal, Krishna, Prasad, Dilip K.
Fluorescence microscopy is a quintessential tool for observing cells and understanding the underlying mechanisms of life-sustaining processes of all living organisms. The problem of extracting 3D shape of mitochondria from fluorescence microscopy ima
Externí odkaz:
http://arxiv.org/abs/2303.01546
Autor:
Umberto Simeoni, Antje Horsch, Arnaud Chiolero, Yvan Vial, Nicole Sekarski, Jardena J Puder, Pascal Bovet, Yvan Mivelaz, Adina Mihaela Epure, Bobby Stuijfzand, Leah Gilbert, Stefano Lanzi, Justine Gross, Didier Hans, Stefano Di Bernardo, Elena Gonzalez-rodriguez, Alain Lacroix, Jean-Benoît Rossel, Dan Yedu Quansah, Amar Arhab, Sandrine Estoppey Younes, Seyda Mayerat
Publikováno v:
BMJ Medicine, Vol 3, Iss 1 (2024)
Objective To test the effect of a complex, interdisciplinary, lifestyle and psychosocial intervention on metabolic and mental health outcomes in women with gestational diabetes mellitus during pregnancy and in the post partum.Design Single centred, s
Externí odkaz:
https://doaj.org/article/6e026080846e43cd95956d3d17fd85e5
Autor:
Thomas Holtfort, Andreas Horsch
Publikováno v:
SocioEconomic Challenges, Vol 8, Iss 1, Pp 62-77 (2024)
In the 21st century, various socio-economic crises have revealed that traditional economic science and (neo)classical thinking are unable to explain all the complexity of current economic problems, therefore the application of more complex and non-tr
Externí odkaz:
https://doaj.org/article/c43c06e784e141f8b9a2827cc7b5638c