Zobrazeno 1 - 10
of 24 169
pro vyhledávání: '"Kanamori, A"'
Autor:
Irobe, Hiroo, Aoki, Wataru, Yamazaki, Kimihiro, Zhang, Yuhui, Nakagawa, Takumi, Waida, Hiroki, Wada, Yuichiro, Kanamori, Takafumi
Advancing defensive mechanisms against adversarial attacks in generative models is a critical research topic in machine learning. Our study focuses on a specific type of generative models - Variational Auto-Encoders (VAEs). Contrary to common beliefs
Externí odkaz:
http://arxiv.org/abs/2407.18632
This paper proposes a new algorithm for learning accurate tree-based models while ensuring the existence of recourse actions. Algorithmic Recourse (AR) aims to provide a recourse action for altering the undesired prediction result given by a model. T
Externí odkaz:
http://arxiv.org/abs/2406.01098
Achieving aesthetically pleasing photography necessitates attention to multiple factors, including composition and capture conditions, which pose challenges to novices. Prior research has explored the enhancement of photo aesthetics post-capture thro
Externí odkaz:
http://arxiv.org/abs/2405.16443
In this work, we introduce two types of makeup prior models to extend existing 3D face prior models: PCA-based and StyleGAN2-based priors. The PCA-based prior model is a linear model that is easy to construct and is computationally efficient. However
Externí odkaz:
http://arxiv.org/abs/2403.17761
Autor:
Aoki, Sinya, Aoki, Yasumichi, Fukaya, Hidenori, Hashimoto, Shoji, Kanamori, Issaku, Kaneko, Takashi, Nakamura, Yoshifumi, Rohrhofer, Christian, Suzuki, Kei, Ward, David
We study the $U(1)_A$ anomaly at high temperatures of $N_f=2+1$ lattice QCD with chiral fermions. Gauge ensembles are generated with M\"obius domain-wall (MDW) fermions, and the measurements are reweighted to those with overlap fermions. We report on
Externí odkaz:
http://arxiv.org/abs/2401.14022
Autor:
Ward, David, Aoki, Sinya, Aoki, Yasumichi, Fukaya, Hidenori, Hashimoto, Shoji, Kanamori, Issaku, Kaneko, Takashi, Goswami, Jishnu, Zhang, Yu
Based on simulations of 2+1 flavor lattice QCD with M\"obius domain wall fermions at high temperatures, we compute a series of spatial correlation functions to study the screening masses in mesonic states. We compare these masses with the symmetry re
Externí odkaz:
http://arxiv.org/abs/2401.07514
Autor:
Aoki, S., Aoki, Y., Fukaya, H., Hashimoto, S., Kanamori, I., Kaneko, T., Nakamura, Y., Suzuki, K., Ward, D.
We investigate relations between the chiral susceptibility and axial $U(1)$ anomaly in lattice QCD at high temperatures. Employing the exactly chiral symmetric Dirac operator, we separate the purely axial $U(1)$ breaking effect in the connected and d
Externí odkaz:
http://arxiv.org/abs/2401.06459
Autor:
Zhang, Yu, Aoki, Yasumichi, Hashimoto, Shoji, Kanamori, Issaku, Kaneko, Takashi, Nakamura, Yoshifumi
We present an update on the study of the QCD phase transition with 3 flavors of M\"obius domain wall fermions at zero baryon density. We performed simulations on lattices of size $36^3\times12\times16$ and $24^3\times12\times32$ with a variety of qua
Externí odkaz:
http://arxiv.org/abs/2401.05066
Pose and body shape editing in a human image has received increasing attention. However, current methods often struggle with dataset biases and deteriorate realism and the person's identity when users make large edits. We propose a one-shot approach
Externí odkaz:
http://arxiv.org/abs/2401.02804
The TMD soft function can be obtained by formulating the Wilson line in terms of auxiliary 1-dimensional fermion fields on the lattice. In this formulation, the directional vector of the auxiliary field in Euclidean space has the form $\tilde n = (in
Externí odkaz:
http://arxiv.org/abs/2312.04315