Zobrazeno 1 - 10
of 1 021
pro vyhledávání: '"Lefan"'
Speculative sampling is a promising approach to accelerate the decoding stage for Large Language Models (LLMs). Recent advancements that leverage target LLM's contextual information, such as hidden states and KV cache, have shown significant practica
Externí odkaz:
http://arxiv.org/abs/2408.15766
Autor:
Lian, Jiawei, Mei, Shaohui, Wang, Xiaofei, Wang, Yi, Wang, Lefan, Lu, Yingjie, Ma, Mingyang, Chau, Lap-Pui
It has been widely substantiated that deep neural networks (DNNs) are susceptible and vulnerable to adversarial perturbations. Existing studies mainly focus on performing attacks by corrupting targeted objects (physical attack) or images (digital att
Externí odkaz:
http://arxiv.org/abs/2409.00029
Physical attacks against object detection have gained increasing attention due to their significant practical implications. However, conducting physical experiments is extremely time-consuming and labor-intensive. Moreover, physical dynamics and cros
Externí odkaz:
http://arxiv.org/abs/2408.09181
Autor:
Zhou, Shengzhe, Lee, Zejian, Zhang, Shengyuan, Hou, Lefan, Yang, Changyuan, Yang, Guang, Yang, Zhiyuan, Sun, Lingyun
Denoising Diffusion models have exhibited remarkable capabilities in image generation. However, generating high-quality samples requires a large number of iterations. Knowledge distillation for diffusion models is an effective method to address this
Externí odkaz:
http://arxiv.org/abs/2311.03830
Publikováno v:
Vascular Investigation and Therapy, Vol 7, Iss 2, Pp 43-46 (2024)
Asymptomatic aortoiliac occlusive disease, while less common compared to other peripheral arterial diseases, presents unique clinical challenges. Our center recently encountered a case involving a patient with chronic occlusion of the distal abdomina
Externí odkaz:
https://doaj.org/article/eb2e05cdb4664bdd933d8f763246a5ba
Publikováno v:
Acta Poloniae Pharmaceutica, Vol 81, Iss 2, Pp 309-317 (2024)
Atopic dermatitis (AD) is a non-infectious inflammatory skin disease characterized by persistent itching of the skin, and it has become a global health problem with increasing incidence and complex pathogenesis. Momordin Ic (MMI) is a triterpenoid sa
Externí odkaz:
https://doaj.org/article/311cbb33f3c44ce09e55f09af379bd18
The success of deep learning depends on large-scale and well-curated training data, while data in real-world applications are commonly long-tailed and noisy. Many methods have been proposed to deal with long-tailed data or noisy data, while a few met
Externí odkaz:
http://arxiv.org/abs/2211.10906
Autor:
Chui, Charles K., Zhong, Lefan
Publikováno v:
Indag. Math. 34 (2023) 418-456
For Lagrange polynomial interpolation on open arcs $X=\gamma$ in $\mathbb{C}$, it is well-known that the Lebesgue constant for the family of Chebyshev points ${\bf{x}}_n:=\{x_{n,j}\}^{n}_{j=0}$ on $[-1,1]\subset \mathbb{R}$ has growth order of $O(log
Externí odkaz:
http://arxiv.org/abs/2209.07101
Autor:
Chui, Charles K., Zhong, Lefan
Publikováno v:
J. Geom. Anal. 31 (2021) 9276-9294
Let $\Gamma$ be an $L$-shape arc consisting of 2 line segments that meet at an angle different from $\pi$ in the complex $z$-plane $\CC$. This paper is to investigate the behavior of the polynomial interpolants at the Fej\'er points, defined by $\{z_
Externí odkaz:
http://arxiv.org/abs/2209.04550
Autor:
Yiming Guo, Jicheng Wu, Lefan Chen, Lujie Liu, Tianxiang Bi, Yuanwei Pan, Qian-Fang Meng, Chaoliang Wang, Lang Rao, Qi Li
Publikováno v:
Journal of Nanobiotechnology, Vol 22, Iss 1, Pp 1-16 (2024)
Abstract Androgen deprivation therapy (ADT) is a crucial and effective strategy for prostate cancer, while systemic administration may cause profound side effects on normal tissues. More importantly, the ADT can easily lead to resistance by involving
Externí odkaz:
https://doaj.org/article/820b927c466842f88eacc4d160f6b07f