Zobrazeno 1 - 10
of 9 327
pro vyhledávání: '"P. Turgut"'
In natural language processing and computer vision, self-supervised pre-training on large datasets unlocks foundational model capabilities across domains and tasks. However, this potential has not yet been realised in time series analysis, where exis
Externí odkaz:
http://arxiv.org/abs/2410.07299
Autor:
Zoellin, Jay, Merk, Colin, Buob, Mischa, Saad, Amr, Giesser, Samuel, Spitznagel, Tahm, Turgut, Ferhat, Santos, Rui, Zhou, Yukun, Wagner, Sigfried, Keane, Pearse A., Tham, Yih Chung, DeBuc, Delia Cabrera, Becker, Matthias D., Somfai, Gabor M.
Integrating deep learning into medical imaging is poised to greatly advance diagnostic methods but it faces challenges with generalizability. Foundation models, based on self-supervised learning, address these issues and improve data efficiency. Natu
Externí odkaz:
http://arxiv.org/abs/2409.17332
Autor:
Dwedari, Mohammed Munzer, Consagra, William, Müller, Philip, Turgut, Özgün, Rueckert, Daniel, Rathi, Yogesh
The Orientation Distribution Function (ODF) characterizes key brain microstructural properties and plays an important role in understanding brain structural connectivity. Recent works introduced Implicit Neural Representation (INR) based approaches t
Externí odkaz:
http://arxiv.org/abs/2409.09387
Autor:
Erman, Fatih, Turgut, O. Teoman
In this work, we show that the completeness relation for the eigenvectors, which is an essential assumption of quantum mechanics, remains true if the initial Hamiltonian, having a discrete spectrum, is modified by a delta potential (to be made precis
Externí odkaz:
http://arxiv.org/abs/2409.05372
Renew interest in the charge density wave phase of TiSe$_2$ stems from the realization of its unique driving mechanism, the so called excitonic insulator phase. Existing claims are motivated by model calculations of the band structure. In this study,
Externí odkaz:
http://arxiv.org/abs/2408.05958
Autor:
Yilmaz, Turgut, Tong, Xiao, Sadowski, Jerzy T., Hwang, Sooyeon, Evans-Lutterodt, Kenneth, Kisslinger, Kim, Vescovo, Elio
The electronic origin of the structural transition in 1T-VSe$_2$ is re-evaluated through an extensive angle-resolved photoemission spectroscopy experiment. The components of the band structure, missing in previous reports, are revealed. Earlier obser
Externí odkaz:
http://arxiv.org/abs/2408.05930
Autor:
Mertoğlu, Kerem, Şalk, Yusuf, Sarıkaya, Server Karahan, Turgut, Kaya, Evrenesoğlu, Yasemin, Çevikalp, Hakan, Gerek, Ömer Nezih, Dutağacı, Helin, Rousseau, David
Creation of new annotated public datasets is crucial in helping advances in 3D computer vision and machine learning meet their full potential for automatic interpretation of 3D plant models. In this paper, we introduce PLANesT-3D; a new annotated dat
Externí odkaz:
http://arxiv.org/abs/2407.21150
Autor:
Yeşil, Çağrı, Turgut, Kaya
In this paper, we introduce Star+, a novel multi-domain model for click-through rate (CTR) prediction inspired by the Star model. Traditional single-domain approaches and existing multi-task learning techniques face challenges in multi-domain environ
Externí odkaz:
http://arxiv.org/abs/2406.16568
Autor:
Kundu, Asish K., Huang, Xiong, Seewald, Eric, Ritz, Ethan, Pakhira, Santanu, Zhang, Shuai, Sun, Dihao, Turkel, Simon, Shabani, Sara, Yilmaz, Turgut, Vescovo, Elio, Dean, Cory R., Johnston, David C., Valla, Tonica, Birol, Turan, Basov, Dmitri N., Fernandes, Rafael M., Pasupathy, Abhay N.
Publikováno v:
Nat. Commun. 15, 5008 (2024)
Kagome vanadates {\it A}V$_3$Sb$_5$ display unusual low-temperature electronic properties including charge density waves (CDW), whose microscopic origin remains unsettled. Recently, CDW order has been discovered in a new material ScV$_6$Sn$_6$, provi
Externí odkaz:
http://arxiv.org/abs/2406.11212
Autor:
Cheng, Zi-Jia, Shao, Sen, Kim, Byunghoon, Cochran, Tyler A., Yang, Xian P., Yi, Changjiang, Jiang, Yu-Xiao, Zhang, Junyi, Hossain, Md Shafayat, Roychowdhury, Subhajit, Yilmaz, Turgut, Vescovo, Elio, Fedorov, Alexei, Chandra, Shekhar, Felser, Claudia, Chang, Guoqing, Hasan, M. Zahid
Kagome metals with charge density wave (CDW) order exhibit a broad spectrum of intriguing quantum phenomena. The recent discovery of the novel kagome CDW compound ScV$_6$Sn$_6$ has spurred significant interest. However, understanding the interplay be
Externí odkaz:
http://arxiv.org/abs/2402.02341