Zobrazeno 1 - 10
of 83 314
pro vyhledávání: '"Loh, A."'
Autor:
Ning, Shoucong, Xu, Wenhui, Sheng, Pengju, Loh, Leyi, Pennycook, Stephen, Zhang, Fucai, Bosman, Michel, He, Qian
As a burgeoning technique, out-of-focus electron ptychography offers the potential for rapidly imaging atomic-scale large fields of view (FoV) using a single diffraction dataset. However, achieving robust out-of-focus ptychographic reconstruction pos
Externí odkaz:
http://arxiv.org/abs/2406.15879
Personalised discount codes provide a powerful mechanism for managing customer relationships and operational spend in e-commerce. Bandits are well suited for this product area, given the partial information nature of the problem, as well as the need
Externí odkaz:
http://arxiv.org/abs/2406.06433
Autor:
Dugan, Owen, Beneto, Donato Manuel Jimenez, Loh, Charlotte, Chen, Zhuo, Dangovski, Rumen, Soljačić, Marin
Despite significant advancements in text generation and reasoning, Large Language Models (LLMs) still face challenges in accurately performing complex arithmetic operations. To achieve accurate calculations, language model systems often enable LLMs t
Externí odkaz:
http://arxiv.org/abs/2406.06576
We propose Quantum-informed Tensor Adaptation (QuanTA), a novel, easy-to-implement, fine-tuning method with no inference overhead for large-scale pre-trained language models. By leveraging quantum-inspired methods derived from quantum circuit structu
Externí odkaz:
http://arxiv.org/abs/2406.00132
Autor:
Li, Shengyao, Bhatti, Sabpreet, Teo, Siew Lang, Lin, Ming, Pan, Xinyue, Yang, Zherui, Song, Peng, Tian, Wanghao, He, Xinyu, Chai, Jianwei, Loh, Xian Jun, Zhu, Qiang, Piramanayagam, S. N., Wang, Xiao Renshaw
In alignment with the increasing demand for larger storage capacity and longer data retention, electrical control of magnetic anisotropy has been a research focus in the realm of spintronics. Typically, magnetic anisotropy is determined by grain dime
Externí odkaz:
http://arxiv.org/abs/2405.18256
We present a method using Zernike moments for quantifying rotational and reflectional symmetries in scanning transmission electron microscopy (STEM) images, aimed at improving structural analysis of materials at the atomic scale. This technique is ef
Externí odkaz:
http://arxiv.org/abs/2405.17519
Autor:
Chen, Jian, Zhou, Peilin, Hua, Yining, Loh, Yingxin, Chen, Kehui, Li, Ziyuan, Zhu, Bing, Liang, Junwei
Accurate evaluation of financial question answering (QA) systems necessitates a comprehensive dataset encompassing diverse question types and contexts. However, current financial QA datasets lack scope diversity and question complexity. This work int
Externí odkaz:
http://arxiv.org/abs/2405.09980
Autor:
Wang, Jiawei, Li, Xiang, Guo, Xin, Loh, Ter-Hoe, Ranno, Luigi, Liu, Chongyang, Rusli, Wang, Hong, Sia, Jia Xu Brian
Silicon photonics, compatible with large-scale silicon manufacturing, is a disruptive photonic platform that has indicated significant implications in industry and research areas (e.g., quantum, neuromorphic computing, LiDAR). Cutting-edge applicatio
Externí odkaz:
http://arxiv.org/abs/2405.09020
Digital trace data provide potentially valuable resources for understanding human behaviour, but their value has been limited by issues of unclear measurement. The growth of large language models provides an opportunity to address this limitation in
Externí odkaz:
http://arxiv.org/abs/2405.07447
Autor:
Bojkovic, Nikolija, Loh, Po-Ling
The need to analyze sensitive data, such as medical records or financial data, has created a critical research challenge in recent years. In this paper, we adopt the framework of differential privacy, and explore mechanisms for generating an entire d
Externí odkaz:
http://arxiv.org/abs/2405.04554