Zobrazeno 1 - 10
of 68
pro vyhledávání: '"Choi, Tae Jong"'
Most domain adaptation (DA) methods are based on either a convolutional neural networks (CNNs) or a vision transformers (ViTs). They align the distribution differences between domains as encoders without considering their unique characteristics. For
Externí odkaz:
http://arxiv.org/abs/2403.18360
Person attribute recognition and attribute-based retrieval are two core human-centric tasks. In the recognition task, the challenge is specifying attributes depending on a person's appearance, while the retrieval task involves searching for matching
Externí odkaz:
http://arxiv.org/abs/2403.06119
Autor:
Choi, Tae Jong, Pachauri, Nikhil
Publikováno v:
In Knowledge-Based Systems 27 September 2024 300
Autor:
Choi, Tae Jong, Togelius, Julian
Differential MAP-Elites is a novel algorithm that combines the illumination capacity of CVT-MAP-Elites with the continuous-space optimization capacity of Differential Evolution. The algorithm is motivated by observations that illumination algorithms,
Externí odkaz:
http://arxiv.org/abs/2107.04964
Publikováno v:
In Fuel 1 February 2024 357 Part B
Autor:
Choi, Tae Jong, Ahn, Chang Wook
A new method for improving the optimization performance of a state-of-the-art differential evolution (DE) variant is proposed in this paper. The technique can increase the exploration by adopting the long-tailed property of the Cauchy distribution, w
Externí odkaz:
http://arxiv.org/abs/2006.02591
Autor:
Choi, Tae Jong
Publikováno v:
In Expert Systems With Applications 30 November 2023 231
A fast and efficient stochastic opposition-based learning (OBL) variant is proposed in this paper. OBL is a machine learning concept to accelerate the convergence of soft computing algorithms, which consists of simultaneously calculating an original
Externí odkaz:
http://arxiv.org/abs/1908.08011
Among many evolutionary algorithms, differential evolution (DE) has received much attention over the last two decades. DE is a simple yet powerful evolutionary algorithm that has been used successfully to optimize various real-world problems. Since i
Externí odkaz:
http://arxiv.org/abs/1907.01095
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