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@NUS-HPC-AI-Lab

NUS HPC AI Lab

README.md

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 339 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 875 50

  3. VideoSys VideoSys Public

    VideoSys: An easy and efficient system for video generation

    Python 2k 132

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

    Enhance-A-Video: Better Generated Video for Free

    Python 567 32

  5. SpeeD SpeeD Public

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

    Python 183 8

  6. DATM DATM Public

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

    Python 102 9

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