Showing 1 - 20 results of 36 for search 'Minhyeok Lee', query time: 0.04s Refine Results
  1. 1
    Recent Advances in Generative Adversarial Networks for Gene Expression Data: A Comprehensive Review

    Recent Advances in Generative Adversarial Networks for Gene Expression Data: A Comprehensive Review by Minhyeok Lee

    Published 2023-07-01
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  2. 2
    Emergence of Self-Identity in Artificial Intelligence: A Mathematical Framework and Empirical Study with Generative Large Language Models

    Emergence of Self-Identity in Artificial Intelligence: A Mathematical Framework and Empirical Study with Generative Large Language Models by Minhyeok Lee

    Published 2025-01-01
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  3. 3
    Recent Advances in Deep Learning for Protein-Protein Interaction Analysis: A Comprehensive Review

    Recent Advances in Deep Learning for Protein-Protein Interaction Analysis: A Comprehensive Review by Minhyeok Lee

    Published 2023-07-01
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  4. 4
    Fractal Analysis of GPT-2 Token Embedding Spaces: Stability and Evolution of Correlation Dimension

    Fractal Analysis of GPT-2 Token Embedding Spaces: Stability and Evolution of Correlation Dimension by Minhyeok Lee

    Published 2024-10-01
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  5. 5
    Deep learning in CRISPR-Cas systems: a review of recent studies

    Deep learning in CRISPR-Cas systems: a review of recent studies by Minhyeok Lee

    Published 2023-07-01
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  6. 6
    An Ensemble Deep Learning Model with a Gene Attention Mechanism for Estimating the Prognosis of Low-Grade Glioma

    An Ensemble Deep Learning Model with a Gene Attention Mechanism for Estimating the Prognosis of Low-Grade Glioma by Minhyeok Lee

    Published 2022-04-01
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  7. 7
    Multi-Task Deep Learning Games: Investigating Nash Equilibria and Convergence Properties

    Multi-Task Deep Learning Games: Investigating Nash Equilibria and Convergence Properties by Minhyeok Lee

    Published 2023-06-01
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  8. 8
    Recent Advancements in Deep Learning Using Whole Slide Imaging for Cancer Prognosis

    Recent Advancements in Deep Learning Using Whole Slide Imaging for Cancer Prognosis by Minhyeok Lee

    Published 2023-07-01
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  9. 9
    A Mathematical Investigation of Hallucination and Creativity in GPT Models

    A Mathematical Investigation of Hallucination and Creativity in GPT Models by Minhyeok Lee

    Published 2023-05-01
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  10. 10
    Machine learning for small interfering RNAs: a concise review of recent developments

    Machine learning for small interfering RNAs: a concise review of recent developments by Minhyeok Lee

    Published 2023-07-01
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  11. 11
    Does Low Spoilage Under Cold Conditions Foster Cultural Complexity During the Foraging Era?—Agent-Based Modeling and Reinforcement-Learning Approach

    Does Low Spoilage Under Cold Conditions Foster Cultural Complexity During the Foraging Era?—Agent-Based Modeling and Reinforcement-Learning Approach by Minhyeok Lee

    Published 2025-02-01
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  12. 12
    The Geometry of Feature Space in Deep Learning Models: A Holistic Perspective and Comprehensive Review

    The Geometry of Feature Space in Deep Learning Models: A Holistic Perspective and Comprehensive Review by Minhyeok Lee

    Published 2023-05-01
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  13. 13
    A Mathematical Interpretation of Autoregressive Generative Pre-Trained Transformer and Self-Supervised Learning

    A Mathematical Interpretation of Autoregressive Generative Pre-Trained Transformer and Self-Supervised Learning by Minhyeok Lee

    Published 2023-05-01
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  14. 14
    Fractal Self-Similarity in Semantic Convergence: Gradient of Embedding Similarity across Transformer Layers

    Fractal Self-Similarity in Semantic Convergence: Gradient of Embedding Similarity across Transformer Layers by Minhyeok Lee

    Published 2024-09-01
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  15. 15
    Deep Learning Techniques with Genomic Data in Cancer Prognosis: A Comprehensive Review of the 2021–2023 Literature

    Deep Learning Techniques with Genomic Data in Cancer Prognosis: A Comprehensive Review of the 2021–2023 Literature by Minhyeok Lee

    Published 2023-06-01
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  16. 16
    Mathematical Analysis and Performance Evaluation of the GELU Activation Function in Deep Learning

    Mathematical Analysis and Performance Evaluation of the GELU Activation Function in Deep Learning by Minhyeok Lee

    Published 2023-01-01
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  17. 17
    Score-Guided Generative Adversarial Networks

    Score-Guided Generative Adversarial Networks by Minhyeok Lee, Junhee Seok

    Published 2022-12-01
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  18. 18
    Estimation with Uncertainty via Conditional Generative Adversarial Networks

    Estimation with Uncertainty via Conditional Generative Adversarial Networks by Minhyeok Lee, Junhee Seok

    Published 2021-09-01
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    Article
  19. 19
    Box-Counting Dimension Sequences of Level Sets in AI-Generated Fractals

    Box-Counting Dimension Sequences of Level Sets in AI-Generated Fractals by Minhyeok Lee, Soyeon Lee

    Published 2024-12-01
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  20. 20
    MetaSwin: a unified meta vision transformer model for medical image segmentation

    MetaSwin: a unified meta vision transformer model for medical image segmentation by Soyeon Lee, Minhyeok Lee

    Published 2024-01-01
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