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Big Data Management and Application Lab

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  1. WordImportance WordImportance Public

    This is the source code of "Enhancing Transformer-based Models’ Natural Language Understanding based on Word Importance Investigation". # The source code is composed of a fine-tuning, model, and a …

    Python 1

  2. online-learning-text online-learning-text Public

    This is the source code of "OL4TeX: Adaptive Online Learning for Text Classification under Distribution Shifts".

    Python 1

  3. SPrint SPrint Public

    This is the source code of "Self-Paced Continual Learning with Adaptive Curriculum and Memory Replay".

    Python 1

  4. SaaN-2L SaaN-2L Public

    Python 1

  5. GenerateData GenerateData Public

  6. distributed-streaming-ml distributed-streaming-ml Public

    Jupyter Notebook

Repositories

Showing 10 of 16 repositories
  • FreDec Public
    bigbases/FreDec’s past year of commit activity
    0 0 0 0 Updated Feb 3, 2025
  • TAIL-MIL Public

    The source code for the paper "TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection", which was presented at AAAI 2025.

    bigbases/TAIL-MIL’s past year of commit activity
    Python 0 0 0 0 Updated Jan 17, 2025
  • Multi-Level-GRL Public
    bigbases/Multi-Level-GRL’s past year of commit activity
    Python 0 1 0 0 Updated Jan 17, 2025
  • energy-management Public
    bigbases/energy-management’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 16, 2025
  • Bae_LargeScaleDR-CL Public
    bigbases/Bae_LargeScaleDR-CL’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jan 8, 2025
  • Learnable_MIL Public

    Are Multiple Instance Learning Algorithms Learnable for Instances?

    bigbases/Learnable_MIL’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 8, 2024
  • online-learning-text Public

    This is the source code of "OL4TeX: Adaptive Online Learning for Text Classification under Distribution Shifts".

    bigbases/online-learning-text’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Nov 26, 2024
  • SPrint Public

    This is the source code of "Self-Paced Continual Learning with Adaptive Curriculum and Memory Replay".

    bigbases/SPrint’s past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated Nov 26, 2024
  • WordImportance Public

    This is the source code of "Enhancing Transformer-based Models’ Natural Language Understanding based on Word Importance Investigation". # The source code is composed of a fine-tuning, model, and a WI validation part

    bigbases/WordImportance’s past year of commit activity
    Python 1 0 0 0 Updated Nov 26, 2024
  • Personalized-Federated-Learning Public
    bigbases/Personalized-Federated-Learning’s past year of commit activity
    Python 0 0 0 0 Updated Nov 23, 2024
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