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pro vyhledávání: '"Kim, Minha"'
For modern industrial applications, accurately detecting and diagnosing anomalies in multivariate time series data is essential. Despite such need, most state-of-the-art methods often prioritize detection performance over model interpretability. Addr
Externí odkaz:
http://arxiv.org/abs/2410.22735
Traffic forecasting in Intelligent Transportation Systems (ITS) is vital for intelligent traffic prediction. Yet, ITS often relies on data from traffic sensors or vehicle devices, where certain cities might not have all those smart devices or enablin
Externí odkaz:
http://arxiv.org/abs/2410.15589
For electric vehicles, the Adaptive Cruise Control (ACC) in Advanced Driver Assistance Systems (ADAS) is designed to assist braking based on driving conditions, road inclines, predefined deceleration strengths, and user braking patterns. However, the
Externí odkaz:
http://arxiv.org/abs/2409.05346
Autor:
Pandey, Mrinal, Suh, Young Joon, Kim, Minha, Davis, Hannah Jane, Segall, Jeffrey E, Wu, Mingming
Uncontrolled growth of tumor cells in confined spaces leads to the accumulation of compressive stress within the tumor. Although the effects of tension within 3D extracellular matrices on tumor growth and invasion are well established, the role of co
Externí odkaz:
http://arxiv.org/abs/2307.01289
Significant advancements made in the generation of deepfakes have caused security and privacy issues. Attackers can easily impersonate a person's identity in an image by replacing his face with the target person's face. Moreover, a new domain of clon
Externí odkaz:
http://arxiv.org/abs/2109.02993
While the significant advancements have made in the generation of deepfakes using deep learning technologies, its misuse is a well-known issue now. Deepfakes can cause severe security and privacy issues as they can be used to impersonate a person's i
Externí odkaz:
http://arxiv.org/abs/2108.05080
Over the last few decades, artificial intelligence research has made tremendous strides, but it still heavily relies on fixed datasets in stationary environments. Continual learning is a growing field of research that examines how AI systems can lear
Externí odkaz:
http://arxiv.org/abs/2107.02408
As GAN-based video and image manipulation technologies become more sophisticated and easily accessible, there is an urgent need for effective deepfake detection technologies. Moreover, various deepfake generation techniques have emerged over the past
Externí odkaz:
http://arxiv.org/abs/2105.13617
Autor:
Jung, Gun Tae, Kim, Minha, Song, Jong Suk, Kim, Tae Im, Chung, Tae Young, Choi, Chul Young, Kim, Hyun Seong, An, Woo Ju, Jeong, Su Jin, Lee, Hye Sun, Jeon, Soyoung, Kim, Kwang Pyo, Lee, Hyung Keun
Publikováno v:
In The Ocular Surface July 2023 29:68-76
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