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pro vyhledávání: '"Yin, Shi"'
Serialized Output Training (SOT) has showcased state-of-the-art performance in multi-talker speech recognition by sequentially decoding the speech of individual speakers. To address the challenging label-permutation issue, prior methods have relied o
Externí odkaz:
http://arxiv.org/abs/2407.03966
Data augmentation (DA) has played a pivotal role in the success of deep speaker recognition. Current DA techniques primarily focus on speaker-preserving augmentation, which does not change the speaker trait of the speech and does not create new speak
Externí odkaz:
http://arxiv.org/abs/2406.07421
We present both a theoretical and a methodological framework that addresses a critical challenge in applying deep learning to physical systems: the reconciliation of non-linear expressiveness with SO(3)-equivariance in predictions of SO(3)-equivarian
Externí odkaz:
http://arxiv.org/abs/2405.05722
Convergence of three different expansion schemes at finite baryon chemical potentials, including the conventional Taylor expansion, the Pad\'e approximants, and the $T'$ expansion proposed recently in lattice QCD simulations, have been investigated i
Externí odkaz:
http://arxiv.org/abs/2403.06770
Fluctuations of conserved charges, such as the net-baryon number fluctuations, are influenced by different dynamical evolution processes. In this paper, we investigate the influence of hadronic rescatterings on different orders of cumulants of the ne
Externí odkaz:
http://arxiv.org/abs/2402.12823
Deep learning for predicting the electronic-structure Hamiltonian of quantum systems necessitates satisfying the covariance laws, among which achieving SO(3)-equivariance without sacrificing the non-linear expressive capability of networks remains un
Externí odkaz:
http://arxiv.org/abs/2401.00744
Autor:
Yin, Shi, Huan, Shijie, Wang, Shangfei, Hu, Jinshui, Guo, Tao, Yin, Bing, Yin, Baocai, Liu, Cong
Recently, heatmap regression methods based on 1D landmark representations have shown prominent performance on locating facial landmarks. However, previous methods ignored to make deep explorations on the good potentials of 1D landmark representations
Externí odkaz:
http://arxiv.org/abs/2311.00241
Autor:
Braun, Jens, Chen, Yong-rui, Fu, Wei-jie, Gao, Fei, Huang, Chuang, Ihssen, Friederike, Pawlowski, Jan M., Rennecke, Fabian, Sattler, Franz R., Tan, Yang-yang, Wen, Rui, Yin, Shi
The chiral crossover of QCD at finite temperature and vanishing baryon density turns into a second order phase transition if lighter than physical quark masses are considered. If this transition occurs sufficiently close to the physical point, its un
Externí odkaz:
http://arxiv.org/abs/2310.19853
We investigate the impact of a critical end point (CEP) on the experimentally accessible baryon number fluctuations of different orders. By now, its potential location has been constrained fairly accurately within first principles functional QCD, tog
Externí odkaz:
http://arxiv.org/abs/2308.15508
We calculated the masses of neutral and charged pion and pion decay constants under an extra magnetic field at zero temperature. The quantum fluctuations are integrated through the functional renormalization group. We consider the quark and meson pro
Externí odkaz:
http://arxiv.org/abs/2306.04045