Zobrazeno 1 - 10
of 1 112
pro vyhledávání: '"Zeng, Lu"'
Magnons serve as a testing ground for fundamental aspects of Hermitian and non-Hermitian wave mechanics and are of high relevance for information technology. This study presents setups for realizing spatio-temporally driven parity-time (PT) symmetric
Externí odkaz:
http://arxiv.org/abs/2310.09300
The presence of label noise in the training data has a profound impact on the generalization of deep neural networks (DNNs). In this study, we introduce and theoretically demonstrate a simple feature noise method, which directly adds noise to the fea
Externí odkaz:
http://arxiv.org/abs/2308.01609
Conversational, multi-turn, text-to-SQL (CoSQL) tasks map natural language utterances in a dialogue to SQL queries. State-of-the-art (SOTA) systems use large, pre-trained and finetuned language models, such as the T5-family, in conjunction with const
Externí odkaz:
http://arxiv.org/abs/2302.11054
Text-to-SQL task maps natural language utterances to structured queries that can be issued to a database. State-of-the-art (SOTA) systems rely on finetuning large, pre-trained language models in conjunction with constrained decoding applying a SQL pa
Externí odkaz:
http://arxiv.org/abs/2210.10668
We propose a novel approach for semi-supervised learning (SSL) designed to overcome distribution shifts between training and real-world data arising in the keyword spotting (KWS) task. Shifts from training data distribution are a key challenge for re
Externí odkaz:
http://arxiv.org/abs/2207.06423
Autor:
Zeng, Lu, Parthasarathi, Sree Hari Krishnan, Liu, Yuzong, Escott, Alex, Cheekatmalla, Santosh Kumar, Strom, Nikko, Vitaladevuni, Shiv
We propose a novel 2-stage sub 8-bit quantization aware training algorithm for all components of a 250K parameter feedforward, streaming, state-free keyword spotting model. For the 1st-stage, we adapt a recently proposed quantization technique using
Externí odkaz:
http://arxiv.org/abs/2207.06920
Publikováno v:
In Construction and Building Materials 9 August 2024 438
Autor:
Zeng, Lu, Fujita, Masashi, Gao, Zongmei, White, Charles C., Green, Gilad S., Habib, Naomi, Menon, Vilas, Bennett, David A., Boyle, Patricia, Klein, Hans-Ulrich, De Jager, Philip L.
Publikováno v:
In Biological Psychiatry 1 July 2024 96(1):34-43
Publikováno v:
In Construction and Building Materials 28 June 2024 433
Autor:
An, Xiaobin, Xu, Wentao, Zhao, Xinyue, Chen, Haihui, Yang, Jinan, Wu, Yan, Wang, Dongyang, Cheng, Wei, Li, Hongrong, Zeng, Lu, Ma, Jing, Wang, Qin, Wang, Xuqiao, Hou, Yunlong, Ai, Jing
Publikováno v:
In Heliyon 15 June 2024 10(11)