Zobrazeno 1 - 10
of 1 999
pro vyhledávání: '"An, Sehun"'
Autor:
Kim, Sehun
A persistence diagram provides a compact summary of persistent homology, which captures the topological features of a space at different scales. However, due to its nature as a set, incorporating it as a feature into a machine learning framework is c
Externí odkaz:
http://arxiv.org/abs/2410.14193
Autor:
Kim, Sehun
We propose a self-supervised learning method for 12-lead Electrocardiogram (ECG) analysis, named ECG Joint Embedding Predictive Architecture (ECG-JEPA). ECG-JEPA employs a masking strategy to learn semantic representations of ECG data. Unlike existin
Externí odkaz:
http://arxiv.org/abs/2410.08559
Automatic music transcription (AMT), aiming to convert musical signals into musical notation, is one of the important tasks in music information retrieval. Recently, previous works have applied high-resolution labels, i.e., the continuous onset and o
Externí odkaz:
http://arxiv.org/abs/2409.19614
Autor:
Fukshansky, Lenny, Jeong, Sehun
Assuming an integral quadratic polynomial with nonsingular quadratic part has a nontrivial zero on an integer lattice outside of a union of finite-index sublattices, we prove that there exists such a zero of bounded norm and provide an explicit bound
Externí odkaz:
http://arxiv.org/abs/2409.10867
Autor:
Fukshansky, Lenny, Jeong, Sehun
Let $K$ be a number field of degree $d$. Then every ideal $I$ in the ring of integers ${\mathcal O}_K$ contains infinitely many primitive elements, i.e. elements of degree $d$. A bound on smallest height of such an element in $I$ follows from some re
Externí odkaz:
http://arxiv.org/abs/2312.10853
Recognizing the explosive increase in the use of DNN-based applications, several industrial companies developed a custom ASIC (e.g., Google TPU, IBM RaPiD, Intel NNP-I/NNP-T) and constructed a hyperscale cloud infrastructure with it. The ASIC perform
Externí odkaz:
http://arxiv.org/abs/2310.16757
Autor:
Erez Harpaz, Federico Angelo Cazzaniga, Linh Tran, Tram T. Vuong, Giuseppe Bufano, Øyvind Salvesen, Maiken Gravdal, Devin Aldaz, Julianna Sun, Sehun Kim, Luigi Celauro, Giuseppe Legname, Glenn C. Telling, Michael A. Tranulis, Sylvie L. Benestad, Arild Espenes, Fabio Moda, Cecilie Ersdal
Publikováno v:
Veterinary Research, Vol 55, Iss 1, Pp 1-13 (2024)
Abstract Chronic wasting disease (CWD), a prion disease affecting cervids, has been known in North America (NA) since the 1960s and emerged in Norway in 2016. Surveillance and studies have revealed that there are different forms of CWD in Fennoscandi
Externí odkaz:
https://doaj.org/article/40a88803814242428dcf491c617529ef
360$^\circ$ video saliency detection is one of the challenging benchmarks for 360$^\circ$ video understanding since non-negligible distortion and discontinuity occur in the projection of any format of 360$^\circ$ videos, and capture-worthy viewpoint
Externí odkaz:
http://arxiv.org/abs/2209.08956
Publikováno v:
ACS Omega, Vol 9, Iss 13, Pp 15328-15338 (2024)
Externí odkaz:
https://doaj.org/article/4f17bf4f10cd40b5ad14e77a7ee8f33d
Autor:
Mukkavilli, Raghunath Sharma, Moharana, Niraja, Singh, Bhupendra, Fischer, Thomas, Vollnhals, Florian, Ichangi, Arun, Kumar, K.C. Hari, Christiansen, Silke, Kim, Kwang-Ho, Kwon, Sehun, Kumar, Ravi, Mathur, Sanjay
Publikováno v:
In Nano Energy October 2024 129 Part B