Search Results for author: Tae Jong Choi

Found 6 papers, 0 papers with code

Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation

no code implementations27 Mar 2024 Ba Hung Ngo, Nhat-Tuong Do-Tran, Tuan-Ngoc Nguyen, Hae-Gon Jeon, Tae Jong Choi

Compared to conventional DA methods, our ECB achieves superior performance, which verifies its effectiveness in this hybrid model.

Self-Referential Quality Diversity Through Differential Map-Elites

no code implementations11 Jul 2021 Tae Jong Choi, Julian Togelius

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.

An Improved LSHADE-RSP Algorithm with the Cauchy Perturbation: iLSHADE-RSP

no code implementations4 Jun 2020 Tae Jong Choi, Chang Wook Ahn

A new method for improving the optimization performance of a state-of-the-art differential evolution (DE) variant is proposed in this paper.

Advanced Cauchy Mutation for Differential Evolution in Numerical Optimization

no code implementations1 Jul 2019 Tae Jong Choi, Julian Togelius, Yun-Gyung Cheong

The method monitors the results of each individual in the selection operator and performs the Cauchy mutation on consecutively failed individuals, which generates mutant vectors by perturbing the best individual with the Cauchy distribution.

Evolutionary Algorithms

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