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@NYCU-MLLab

NYCU-MLLab

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Machine Learning Lab National Yang Ming Chiao Tung University🤖🤖

Hello everyone, we are Machine Learning Lab (MLLab) from National Yang Ming Chiao Tung Unviersity (NYCU) Taiwan under the supervision of Professor Jen-Tzung Chien (簡仁宗). Our main research area is Natural Language Processing, but we are also working on other field such as Computer Vision and Reinforcement Learning.

Current Project

  1. Data Representation and Learning for Dialogue System
  2. Data Efficiency for Deep Reinforcement Learning
  3. Deep Latent Disentanglement for Domain Mapping and Learning

Past Project

  1. Deep Learning for Speech and Language Processing
  2. Bayesian Nonparametric Learning for Speech Recognition and Information Retrieval
  3. Sparse Machine Learning for Audio, Speech and Language Processing
  4. Machine Learning Methods for Large Vocabulary Continuous Speech Recognition
  5. ICA-Based Machine Learning Methods for Speech Separation

Contact Us

If you want to ask us some questions or interested to join us, please feel free to contact us!!!

Popular repositories

  1. Augmentation-Strategy-Optimization-for-Language-Understanding Augmentation-Strategy-Optimization-for-Language-Understanding Public

    Python 24

  2. Guidance-Learning-for-Multi-Domain-DIalogue-Management Guidance-Learning-for-Multi-Domain-DIalogue-Management Public

    Code for Submission titled "Guidance Learning for Multi-Domain DIalogue Management"

    Python 23

  3. Strategic-Optimization-for-Worst-case-Augmentation Strategic-Optimization-for-Worst-case-Augmentation Public

    Python 19

  4. SRMRL-Skill-Regularized-Meta-Reinforcement-Learning SRMRL-Skill-Regularized-Meta-Reinforcement-Learning Public

    Forked from NCTUMLlab/SRMRL

    Code for SRMRL

    Python 19

Repositories

Showing 10 of 32 repositories

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