Tae Jong Choi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Differential Evolution

Artificial Life

Rotationally Invariant

Top Venues

Swarm Evol. Comput.

Knowl. Based Syst.

Publications

Ba Hung Ngo, Nhat-Tuong Do-Tran, Tuan-Ngoc Nguyen, Hae-Gon Jeon, Tae Jong Choi
Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation. CoRR (2024)
Doanh C. Bui, Thinh V. Le, Hung Ba Ngo, Tae Jong Choi
CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval. CoRR (2024)
Tae Jong Choi, Nikhil Pachauri
Adaptive search space for stochastic opposition-based learning in differential evolution. Knowl. Based Syst. 300 (2024)
Ba Hung Ngo, Ba Thinh Lam, Thanh-Huy Nguyen, Quang Vinh Dinh, Tae Jong Choi
Dual Dynamic Consistency Regularization for Semi-Supervised Domain Adaptation. IEEE Access 12 (2024)
Tae Jong Choi
A rotationally invariant stochastic opposition-based learning using a beta distribution in differential evolution. Expert Syst. Appl. 231 (2023)
Vinh Quang Dinh, Tae Jong Choi
StereoPairFree: Self-Constructed Stereo Correspondence Network From Natural Images. IEEE Intell. Syst. 38 (1) (2023)
Nguyen Quang Tuyen, Son Truong Nguyen, Tae Jong Choi, Vinh Quang Dinh
Deep Correlation Multimodal Neural Style Transfer. IEEE Access 9 (2021)
Tae Jong Choi, Chang Wook Ahn
An improved LSHADE-RSP algorithm with the Cauchy perturbation: iLSHADE-RSP. Knowl. Based Syst. 215 (2021)
Tae Jong Choi, Julian Togelius
Self-Referential Quality Diversity Through Differential Map-Elites. CoRR (2021)
Tae Jong Choi, Julian Togelius
Self-referential quality diversity through differential MAP-Elites. GECCO (2021)
Tae Jong Choi, Julian Togelius, Yun-Gyung Cheong
A Fast and efficient stochastic opposition-based learning for differential evolution in numerical optimization. Swarm Evol. Comput. 60 (2021)
Tae Jong Choi, Julian Togelius, Yun-Gyung Cheong
Advanced Cauchy Mutation for Differential Evolution in Numerical Optimization. IEEE Access 8 (2020)
Tae Jong Choi, Chang Wook Ahn
An Improved LSHADE-RSP Algorithm with the Cauchy Perturbation: iLSHADE-RSP. CoRR (2020)
Sarjak Thakkar, Changxing Cao, Lifan Wang, Tae Jong Choi, Julian Togelius
Autoencoder and Evolutionary Algorithm for Level Generation in Lode Runner. CoG (2019)
Tae Jong Choi, Julian Togelius, Yun-Gyung Cheong
A Fast and Efficient Stochastic Opposition-Based Learning for Differential Evolution in Numerical Optimization. CoRR (2019)
Tae Jong Choi, Jong-Hyun Lee, Hee Yong Youn, Chang Wook Ahn
Adaptive Differential Evolution with Elite Opposition-Based Learning and its Application to Training Artificial Neural Networks. Fundam. Informaticae 164 (2-3) (2019)
Tae Jong Choi, Julian Togelius, Yun-Gyung Cheong
ACM-DE: Adaptive p-best Cauchy Mutation with linear failure threshold reduction for Differential Evolution in numerical optimization. CoRR (2019)
Tae Jong Choi, Chang Wook Ahn
Artificial life based on boids model and evolutionary chaotic neural networks for creating artworks. Swarm Evol. Comput. 47 (2019)
Tae Jong Choi, Yeonju Lee
Asynchronous Differential Evolution with Strategy Adaptation for Global Numerical Optimization. HPCCT (2018)
Tae Jong Choi, Chang Wook Ahn
Accelerating differential evolution using multiple exponential cauchy mutation. GECCO (Companion) (2018)
Tae Jong Choi, Yun-Gyung Cheong, Chang Wook Ahn
A Performance Comparison of Crossover Variations in Differential Evolution for Training Multi-layer Perceptron Neural Networks. BIC-TA (2) (2018)
Tae Jong Choi, Chang Wook Ahn
Adaptive Cauchy Differential Evolution with Strategy Adaptation and Its Application to Training Large-Scale Artificial Neural Networks. BIC-TA (2017)
Tae Jong Choi, Chang Wook Ahn
Adaptive α-stable differential evolution in numerical optimization. Nat. Comput. 16 (4) (2017)
Tae Jong Choi, Chang Wook Ahn
Erratum to: Adaptive α-stable differential evolution in numerical optimization. Nat. Comput. 16 (4) (2017)
Yunghee Lee, Tae Jong Choi, Chang Wook Ahn
Multi-objective evolutionary approach to select security solutions. CAAI Trans. Intell. Technol. 2 (2) (2017)
Tae Jong Choi, Jaehun Jeong, Chang Wook Ahn
A Multi-agent System for Creating Art Based on Boids with Evolutionary and Neural Networks. BIC-TA (1) (2016)
Tae Jong Choi, Chang Wook Ahn
An Adaptive Cauchy Differential Evolution Algorithm with Bias Strategy Adaptation Mechanism for Global Numerical Optimization. J. Comput. 9 (9) (2014)
Tae Jong Choi, Chang Wook Ahn
An Adaptive Differential Evolution Algorithm with Automatic Population Resizing for Global Numerical Optimization. BIC-TA (2014)