Zobrazeno 1 - 10
of 27 439
pro vyhledávání: '"An, Yiran"'
Autor:
Jin, Wangxiao, He, Siyu, Lu, Xiuyuan, Zhu, Xitong, Liu, Dijiong, Sun, Guolong, Hao, Yanlei, Yan, Xiaolin, Yan, Yiran, Wu, Longjia, Lin, Xiongfeng, Hou, Wenjun, Cao, Weiran, Liu, Chuan, Liang, Xiaoci, Gao, Yuan, Deng, Yunzhou, Gao, Feng, Jin, Yizheng
Solution-processed light-emitting diodes (LEDs) are appealing for their potential in the low-cost fabrication of large-area devices. However, the limited performance of solution-processed blue LEDs, particularly their short operation lifetime, is hin
Externí odkaz:
http://arxiv.org/abs/2409.04283
Autor:
Kungurtsev, Vyacheslav, Peng, Yuanfang, Gu, Jianyang, Vahidian, Saeed, Quinn, Anthony, Idlahcen, Fadwa, Chen, Yiran
Dataset distillation (DD) is an increasingly important technique that focuses on constructing a synthetic dataset capable of capturing the core information in training data to achieve comparable performance in models trained on the latter. While DD h
Externí odkaz:
http://arxiv.org/abs/2409.01410
Autor:
Zhou, Guanglei, Korrapati, Bhargav, Reddy, Gaurav Rajavendra, Hu, Jiang, Chen, Yiran, Thakurta, Dipto G.
Generation of VLSI layout patterns is essential for a wide range of Design For Manufacturability (DFM) studies. In this study, we investigate the potential of generative machine learning models for creating design rule legal metal layout patterns. Ou
Externí odkaz:
http://arxiv.org/abs/2409.01348
Autor:
Chen, Yiran, Rao, Anyi, Jiang, Xuekun, Xiao, Shishi, Ma, Ruiqing, Wang, Zeyu, Xiong, Hui, Dai, Bo
With advancements in video generative AI models (e.g., SORA), creators are increasingly using these techniques to enhance video previsualization. However, they face challenges with incomplete and mismatched AI workflows. Existing methods mainly rely
Externí odkaz:
http://arxiv.org/abs/2408.17424
Autor:
Liu, Yang, Gong, Jiarui, Acharya, Sudip, Lia, Yiran, Abrand, Alireza, Rudie, Justin M., Zhou, Jie, Lu, Yi, Abbasi, Haris Naeem, Vincent, Daniel, Haessly, Samuel, Tsai, Tsung-Han, Mohseni, Parsian K., Yu, Shui-Qing, Ma, Zhenqiang
GeSn-based SWIR lasers featuring imaging, sensing, and communications has gained dynamic development recently. However, the existing SiGeSn/GeSn double heterostructure lacks adequate electron confinement and is insufficient for room temperature lasin
Externí odkaz:
http://arxiv.org/abs/2408.16884
While widely used as a general method for uncertainty quantification, the bootstrap method encounters difficulties that raise concerns about its validity in practical applications. This paper introduces a new resampling-based method, termed $\textit{
Externí odkaz:
http://arxiv.org/abs/2408.16763
Autor:
Xu, Yiran, Zhong, Haoxiang, Wu, Kai, Li, Jialin, Liu, Yong, Wang, Chengjie, Xia, Shu-Tao, Liao, Hongen
Object detectors have shown outstanding performance on various public datasets. However, annotating a new dataset for a new task is usually unavoidable in real, since 1) a single existing dataset usually does not contain all object categories needed;
Externí odkaz:
http://arxiv.org/abs/2408.16247
The last decade has witnessed a tremendous growth of service computing, while efficient service recommendation methods are desired to recommend high-quality services to users. It is well known that collaborative filtering is one of the most popular m
Externí odkaz:
http://arxiv.org/abs/2408.15688
While machine learning models have proven effective across various scenarios, it is widely acknowledged that many models are vulnerable to adversarial attacks. Recently, there have emerged numerous efforts in adversarial defense. Among them, certifie
Externí odkaz:
http://arxiv.org/abs/2408.15451
Autor:
Sun, Yiran, Baroudi, Hana, Netherton, Tucker, Court, Laurence, Mawlawi, Osama, Veeraraghavan, Ashok, Balakrishnan, Guha
Computed Tomography (CT) scans are the standard-of-care for the visualization and diagnosis of many clinical ailments, and are needed for the treatment planning of external beam radiotherapy. Unfortunately, the availability of CT scanners in low- and
Externí odkaz:
http://arxiv.org/abs/2408.15118