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Dexoculus/README.md

ORCIDPyPI

Hi, I'm Dexoculus.
Currently a member of the Intelligence & Computation Lab, working as an undergraduate research student under Prof. Jo, since October 2023.

Research Interests

  • Computer Science
  • Machine Learning
  • Deep Learning
  • Deep Reinforcement Learning
  • Large Language Models

Publications

  • (with Jo) "Prediction of closed quotient during vocal phonation using GRU-type neural network with audio signals," JICCE (2024).
  • XGBoost based CQ prediction Algorithm, accepted to JKIICE (2024)

Conference Presentations

  • 2024 Korean Institute of Intelligent Systems (KIIS) Spring Conference,
    "Deep learning-based algorithm for analyzing EGG signals to predict closed quotient rate" (poster)
  • 2024 Korean Institute of Information and Communication Engineering (KIICE) Spring Conference,
    "GRU-based algorithm for predicting closed quotient rate" (poster)

Github Pages

Popular repositories Loading

  1. Closed-Quotient-Prediction Closed-Quotient-Prediction Public

    Source code of a paper "Prediction of Closed Quotient During Vocal Phonation using GRU-type Neural Network with Audio Signals"

    Python

  2. Network-DMD-Prediction Network-DMD-Prediction Public

    Dynamic Mode decomposition for Predicting Graph data.

    Python

  3. DiscordBotCollection DiscordBotCollection Public

    A simple collection of implementations of Discord bots.

    Python

  4. Deep-Experiment-Manager Deep-Experiment-Manager Public

    A flexible and modular framework for traning, testing, and managing deep learning experiments in PyTorch.

    Python

  5. Dexoculus.github.io Dexoculus.github.io Public

    SCSS

  6. Transformers_Implementation Transformers_Implementation Public

    A Collection of Implementations for Transformer based Models.

    Python