Zobrazeno 1 - 10
of 7 586
pro vyhledávání: '"Dain AS"'
Autor:
Choi, Kanghyun, Lee, Hye Yoon, Kwon, Dain, Park, SunJong, Kim, Kyuyeun, Park, Noseong, Lee, Jinho
Data-free quantization (DFQ) is a technique that creates a lightweight network from its full-precision counterpart without the original training data, often through a synthetic dataset. Although several DFQ methods have been proposed for vision trans
Externí odkaz:
http://arxiv.org/abs/2407.20021
Crime situations are race against time. An AI-assisted criminal investigation system, providing prompt but precise legal counsel is in need for police officers. We introduce LAPIS (Language Model Augmented Police Investigation System), an automated s
Externí odkaz:
http://arxiv.org/abs/2407.20248
Autor:
Lee, Hyeyoon, Choi, Kanghyun, Kwon, Dain, Park, Sunjong, Jaiswal, Mayoore Selvarasa, Park, Noseong, Choi, Jonghyun, Lee, Jinho
Recent advances in adversarial robustness rely on an abundant set of training data, where using external or additional datasets has become a common setting. However, in real life, the training data is often kept private for security and privacy issue
Externí odkaz:
http://arxiv.org/abs/2406.15635
Autor:
Kim, Hyunjae, Hwang, Hyeon, Lee, Jiwoo, Park, Sihyeon, Kim, Dain, Lee, Taewhoo, Yoon, Chanwoong, Sohn, Jiwoong, Choi, Donghee, Kang, Jaewoo
While recent advancements in commercial large language models (LM) have shown promising results in medical tasks, their closed-source nature poses significant privacy and security concerns, hindering their widespread use in the medical field. Despite
Externí odkaz:
http://arxiv.org/abs/2404.00376
Popularity bias is a widespread problem in the field of recommender systems, where popular items tend to dominate recommendation results. In this work, we propose 'Test Time Embedding Normalization' as a simple yet effective strategy for mitigating p
Externí odkaz:
http://arxiv.org/abs/2308.11288
Autor:
Sang Hyub Lee, Junghan Seo, Dain Jeong, Jin Seop Hwang, Jae-Won Jang, Yong Eun Cho, Dong-Geun Lee, Choon Keun Park
Publikováno v:
Neurospine, Vol 21, Iss 3, Pp 807-819 (2024)
Objective The unilateral biportal endoscopic posterior cervical foraminotomy (UBE-PCF) has been recently adopted for unilateral radiating arm pain due to cervical herniated intervertebral disc or foraminal stenosis. We systematically meta-analyzed cl
Externí odkaz:
https://doaj.org/article/8aa4f984792b45468dce8b472ec9d72f
Publikováno v:
Journal of Biological Engineering, Vol 18, Iss 1, Pp 1-15 (2024)
Abstract Effective enzyme stabilization through immobilization is essential for the functional usage of enzymatic reactions. We propose a new method for synthesizing elastic hydroxyapatite microgel (E-HAp-M) materials and immobilizing lipase using th
Externí odkaz:
https://doaj.org/article/e0eb7fab15f7491f8da00e05202528d7
Autor:
Donelson, Dain C.1 (AUTHOR), Glenn, Jennifer L.2 (AUTHOR), McGuire, Sean T.3 (AUTHOR), Yust, Christopher G.3 (AUTHOR) cyust@mays.tamu.edu
Publikováno v:
Contemporary Accounting Research. Mar2024, Vol. 41 Issue 1, p163-194. 32p.
Autor:
Donelson, Dain C.1 (AUTHOR) dain-donelson@uiowa.edu, Kartapanis, Antonis2 (AUTHOR), Yust, Christopher G.2 (AUTHOR)
Publikováno v:
Contemporary Accounting Research. Mar2024, Vol. 41 Issue 1, p424-458. 35p.
In-context learning, which offers substantial advantages over fine-tuning, is predominantly observed in decoder-only models, while encoder-decoder (i.e., seq2seq) models excel in methods that rely on weight updates. Recently, a few studies have demon
Externí odkaz:
http://arxiv.org/abs/2307.14856