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@NUS-HPC-AI-Lab

NUS HPC AI Lab

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NUS HPC-AI Lab

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We are the High-Performance Computing for Artificial Intelligence (HPC-AI) Lab at the National University of Singapore (NUS)!

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  1. InfoBatch InfoBatch Public

    Lossless Training Speed Up by Unbiased Dynamic Data Pruning

    Python 341 20

  2. Neural-Network-Diffusion Neural-Network-Diffusion Public

    We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parameters

    Python 888 52

  3. VideoSys VideoSys Public

    VideoSys: An easy and efficient system for video generation

    Python 2k 133

  4. Enhance-A-Video Enhance-A-Video Public

    Enhance-A-Video: Better Generated Video for Free

    Python 588 28

  5. SpeeD SpeeD Public

    SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training

    Python 188 9

  6. DATM DATM Public

    ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching

    Python 105 9

Repositories

Showing 10 of 36 repositories
  • FOCUS Public

    FOCUS: Efficient Keyframe Selection for Long Video Understanding

    NUS-HPC-AI-Lab/FOCUS’s past year of commit activity
    Python 28 Apache-2.0 0 2 0 Updated Nov 14, 2025
  • DCS Public

    Ensemble Debiasing Across Class and Sample Levels for Fairer Prompting Accuracy

    NUS-HPC-AI-Lab/DCS’s past year of commit activity
    Python 4 GPL-3.0 0 1 0 Updated Oct 24, 2025
  • POME Public

    POME: Post Optimization Model Edit via Muon-style Projection

    NUS-HPC-AI-Lab/POME’s past year of commit activity
    Python 13 1 2 0 Updated Oct 9, 2025
  • Recurrent-Parameter-Generation Public

    The official implementation of Recurrent Diffusion for Large-Scale Parameter Generation.

    NUS-HPC-AI-Lab/Recurrent-Parameter-Generation’s past year of commit activity
    Python 75 Apache-2.0 7 2 0 Updated Sep 24, 2025
  • VideoSys Public

    VideoSys: An easy and efficient system for video generation

    NUS-HPC-AI-Lab/VideoSys’s past year of commit activity
    Python 2,014 Apache-2.0 133 22 4 Updated Aug 27, 2025
  • MERIT Public
    NUS-HPC-AI-Lab/MERIT’s past year of commit activity
    Python 10 Apache-2.0 0 0 0 Updated Jul 4, 2025
  • Info-Coevolution Public

    Official repo for paper "Info-Coevolution: An Efficient Framework for Data Model Coevolution" [ICML 2025]. Offline data curation / Online active learning.

    NUS-HPC-AI-Lab/Info-Coevolution’s past year of commit activity
    Jupyter Notebook 3 0 1 0 Updated Jun 29, 2025
  • DD-Ranking Public

    Data distillation benchmark

    NUS-HPC-AI-Lab/DD-Ranking’s past year of commit activity
    HTML 71 5 0 0 Updated Jun 13, 2025
  • HASTE Public
    NUS-HPC-AI-Lab/HASTE’s past year of commit activity
    Python 37 0 1 0 Updated May 28, 2025
  • DyVM Public
    NUS-HPC-AI-Lab/DyVM’s past year of commit activity
    Python 18 0 0 0 Updated Apr 8, 2025
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