Zobrazeno 1 - 10
of 37
pro vyhledávání: '"Thanh Tung Hoang"'
Autor:
Van Thinh Truong, Sota Hirayama, Duong Cao Phan, Thanh Tung Hoang, Takeo Tadono, Kenlo Nishida Nasahara
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-20 (2024)
Abstract Land use land cover (LULC) maps are crucial for various applications, such as disaster management, natural resource conservation, biodiversity evaluation, climate modeling, etc. The Japan Aerospace Exploration Agency (JAXA) has released seve
Externí odkaz:
https://doaj.org/article/096b07e070774f6c8590dfb8756942fe
Publikováno v:
Accounting, Vol 8, Iss 4, Pp 395-402 (2022)
The study examines the relationship between money supply and inflation in Vietnam in the period of 2005-2021. The relationship between money supply and inflation is addressed in economic theories and models and has been studied by many experts in dif
Externí odkaz:
https://doaj.org/article/58c5e3e233fe422ca5303bbda8ccd24d
Representation Misdirection for Unlearning (RMU), which steers model representation in the intermediate layer to a target random representation, is an effective method for large language model (LLM) unlearning. Despite its high performance, the under
Externí odkaz:
http://arxiv.org/abs/2408.06223
Autor:
Nguyen, Quang H., Ngoc-Hieu, Nguyen, Ta, The-Anh, Nguyen-Tang, Thanh, Wong, Kok-Seng, Thanh-Tung, Hoang, Doan, Khoa D.
Deep neural networks are vulnerable to backdoor attacks, a type of adversarial attack that poisons the training data to manipulate the behavior of models trained on such data. Clean-label attacks are a more stealthy form of backdoor attacks that can
Externí odkaz:
http://arxiv.org/abs/2407.10825
Autor:
Thanh Tung Hoang, Van Anh Nguyen Thi
Publikováno v:
Management Science Letters, Vol 10, Iss 2, Pp 333-342 (2020)
The problems of the foreign exchange market and the global financial crisis, the European public debt crisis in 2008-2011 made the economy of Vietnam facing many macroeconomic instabilities. The escalating inflation in 2008 and 2011 posed many challe
Externí odkaz:
https://doaj.org/article/2d28c8fafe654913b1f32faa0ee3997f
Publikováno v:
Management Science Letters, Vol 10, Iss 5, Pp 1051-1060 (2019)
In this article, the research team uses the VAR self-regression vector model to evaluate the impact of exchange rates on inflation and economic growth in Vietnam over the period 2005-2018. With six endogenous variables included in the VAR model: bila
Externí odkaz:
https://doaj.org/article/ded2260e27394e1180f95a6d8548b520
Publikováno v:
Accounting (2020)
Externí odkaz:
https://doaj.org/article/926ceb4d648e4394842e4ec0e8048b93
Publikováno v:
Remote Sensing, Vol 12, Iss 17, p 2707 (2020)
Highly detailed and accurate forest maps are important for various applications including forest monitoring, forestry policy, climate change, and biodiversity loss. This study demonstrates a comprehensive and geographically transferable approach to p
Externí odkaz:
https://doaj.org/article/a4eea42563bb4e07b1f47d1c6d1e63df
Autor:
Ngoc-Hieu, Nguyen, Hung-Quang, Nguyen, Ta, The-Anh, Nguyen-Tang, Thanh, Doan, Khoa D, Thanh-Tung, Hoang
The ability to detect OOD data is a crucial aspect of practical machine learning applications. In this work, we show that cosine similarity between the test feature and the typical ID feature is a good indicator of OOD data. We propose Class Typical
Externí odkaz:
http://arxiv.org/abs/2306.14920
Autor:
Nguyen-Duc, Thang, Thanh-Tung, Hoang, Tran, Quan Hung, Huu-Tien, Dang, Nguyen, Hieu Ngoc, Dau, Anh T. V., Bui, Nghi D. Q.
Influence functions (IFs) are a powerful tool for detecting anomalous examples in large scale datasets. However, they are unstable when applied to deep networks. In this paper, we provide an explanation for the instability of IFs and develop a soluti
Externí odkaz:
http://arxiv.org/abs/2305.01384