Zobrazeno 1 - 10
of 33 346
pro vyhledávání: '"Miyazawa A"'
With the growing popularity of generative AI for images, video, and music, we witnessed models rapidly improve in quality and performance. However, not much attention is paid towards enabling AI's ability to "be creative". In this study, we implement
Externí odkaz:
http://arxiv.org/abs/2411.17065
Autor:
Miyazawa, Jin
We proved that the boundary Dehn twist on the Milnor fiber $M_c(2, q, r)$ is an exotic diffeomorphism relative to the boundary if $q, r$ are odd, coprime integers bigger than $3$ and $(q-1)(r-1)/4$ is an odd number. The proof is given by comparing th
Externí odkaz:
http://arxiv.org/abs/2410.21742
Autor:
Miyazawa, Masakiyo
Consider a one-dimensional diffusion process which has state-dependent drift and deviation and is reflected at the origin, which is called a one-side reflected diffusion or simply reflected diffusion. We are particularly interested in the case that i
Externí odkaz:
http://arxiv.org/abs/2410.11496
We propose ratio divergence (RD) learning for discrete energy-based models, a method that utilizes both training data and a tractable target energy function. We apply RD learning to restricted Boltzmann machines (RBMs), which are a minimal model that
Externí odkaz:
http://arxiv.org/abs/2409.07679
There are several challenges in developing a model for multi-tasking humanoid control. Reinforcement learning and imitation learning approaches are quite popular in this domain. However, there is a trade-off between the two. Reinforcement learning is
Externí odkaz:
http://arxiv.org/abs/2405.18695
Autor:
Miyazawa, Masakiyo
A semi-martingale reflecting Brownian motion is a popular process for diffusion approximations of queueing models including their networks. In this paper, we are concerned with the case that it lives on the nonnegative half-line, but the drift and va
Externí odkaz:
http://arxiv.org/abs/2405.16764
Geometric packing problems have been investigated for centuries in mathematics. In contrast, works on sphere packing in the field of approximation algorithms are scarce. Most results are for squares and rectangles, and their d-dimensional counterpart
Externí odkaz:
http://arxiv.org/abs/2405.00246
Autor:
Miyazawa, Yasuhiro, Chang, Chia-Yung, Li, Qixun, Ahn, Ryan Tenu, Yamaguchi, Koshiro, Kim, Seonghyun, Cha, Minho, Kim, Junseo, Song, Yuyang, Shimokawa, Shinnosuke, Gandhi, Umesh, Yang, Jinkyu
In the classic realm of impact mitigation, targeting different impact scenarios with a universally designed device still remains an unassailable challenge. In this study, we delve into the untapped potential of Resch-patterned origami for impact miti
Externí odkaz:
http://arxiv.org/abs/2404.14737
In Braverman et al. (2024), the authors prove that the stationary distribution of a multiclass queueing network converges to the stationary distribution of a semimartingale reflecting Brownian motion (SRBM) in heavy traffic. Among the sufficient cond
Externí odkaz:
http://arxiv.org/abs/2404.13651
How are emotions formed? Through extensive debate and the promulgation of diverse theories , the theory of constructed emotion has become prevalent in recent research on emotions. According to this theory, an emotion concept refers to a category form
Externí odkaz:
http://arxiv.org/abs/2404.08295