Zobrazeno 1 - 10
of 2 431
pro vyhledávání: '"Pedroza P"'
Publikováno v:
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025
Guitar-related machine listening research involves tasks like timbre transfer, performance generation, and automatic transcription. However, small datasets often limit model robustness due to insufficient acoustic diversity and musical content. To ad
Externí odkaz:
http://arxiv.org/abs/2501.03720
Autor:
Pedroza, Gabriel
This work proposes a mathematical approach that (re)defines a property of Machine Learning models named stability and determines sufficient conditions to validate it. Machine Learning models are represented as functions, and the characteristics in sc
Externí odkaz:
http://arxiv.org/abs/2412.00464
The water/electrode interface under an applied bias potential is a challenging out-of-equilibrium phenomenon, which is difficult to accurately model at the atomic scale. In this study, we employ a combined approach of Density Functional Theory (DFT)
Externí odkaz:
http://arxiv.org/abs/2410.24150
Given a pointed metric space $(X,\mathsf{dist}, w)$ on $n$ points, its Gromov's approximating tree is a 0-hyperbolic pseudo-metric space $(X,\mathsf{dist}_T)$ such that $\mathsf{dist}(x,w)=\mathsf{dist}_T(x,w)$ and $\mathsf{dist}(x, y)-2 \delta \log_
Externí odkaz:
http://arxiv.org/abs/2408.05338
Excitation energy transfer is a photophysical process upon which many chemical and biological phenomena are built. From natural small systems to synthetic multichromophoric macromolecules, energy transfer deals with the process of migration of electr
Externí odkaz:
http://arxiv.org/abs/2408.03903
The weak-cop number of a graph, a variation of the cop number, is an invariant suitable for infinite graphs and is a quasi-isometric invariant. While for any $m\in\mathbb{Z}_+\cup\{\infty\}$ there exist locally finite infinite graphs with weak-cop nu
Externí odkaz:
http://arxiv.org/abs/2406.11996
Autor:
Khizbullin, Dmitrii, de Andrade, Eduardo Rocha, Nguyen, Thanh Hau, Ferreira, Matheus Pedroza, Pugh, David R.
With the recent popularity of neural networks comes the need for efficient serving of inference workloads. A neural network inference workload can be represented as a computational graph with nodes as operators transforming multidimensional tensors.
Externí odkaz:
http://arxiv.org/abs/2405.16623
Guitar tablature transcription (GTT) aims at automatically generating symbolic representations from real solo guitar performances. Due to its applications in education and musicology, GTT has gained traction in recent years. However, GTT robustness h
Externí odkaz:
http://arxiv.org/abs/2405.14679
For a pair $(G,\mathcal{P})$ consisting of a group and finite collection of subgroups, we introduce a simplicial $G$-complex $\mathcal{K}(G,\mathcal{P})$ called the coset intersection complex. We prove that the quasi-isometry type and the homotopy ty
Externí odkaz:
http://arxiv.org/abs/2404.16628
Autor:
Pedroza, Andrés
We present a generalization of Weinstein's morphism defined on $\pi_{2k-1} ( \textup{Ham} (M,\omega)) $. We use this morphism to show that for $n\geq 2$ the Lie group $SU(2)$ induces an element in $\pi_3(\textup{Ham} (\mathbb{C}P^n,\omega_\textup{FS}
Externí odkaz:
http://arxiv.org/abs/2312.05091