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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 321 18

  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 853 45

  3. VideoSys VideoSys Public

    VideoSys: An easy and efficient system for video generation

    Python 1.8k 127

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

    Enhance-A-Video: Better Generated Video for Free

    Python 191 9

  5. SpeeD SpeeD Public

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

    Python 161 5

  6. DATM DATM Public

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

    Python 95 6

Repositories

Showing 10 of 29 repositories
  • DD-Ranking Public
    NUS-HPC-AI-Lab/DD-Ranking’s past year of commit activity
    HTML 31 2 0 0 Updated Dec 31, 2024
  • 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

    NUS-HPC-AI-Lab/Neural-Network-Diffusion’s past year of commit activity
    Python 853 45 9 1 Updated Dec 31, 2024
  • SGL Public
    NUS-HPC-AI-Lab/SGL’s past year of commit activity
    Python 6 0 2 0 Updated Dec 30, 2024
  • VideoSys Public

    VideoSys: An easy and efficient system for video generation

    NUS-HPC-AI-Lab/VideoSys’s past year of commit activity
    Python 1,849 Apache-2.0 127 14 4 Updated Dec 30, 2024
  • Dynamic-Diffusion-Transformer Public
    NUS-HPC-AI-Lab/Dynamic-Diffusion-Transformer’s past year of commit activity
    Python 42 0 1 0 Updated Dec 30, 2024
  • Dynamic-Tuning Public

    The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"

    NUS-HPC-AI-Lab/Dynamic-Tuning’s past year of commit activity
    Python 38 1 0 0 Updated Dec 30, 2024
  • Enhance-A-Video Public

    Enhance-A-Video: Better Generated Video for Free

    NUS-HPC-AI-Lab/Enhance-A-Video’s past year of commit activity
    Python 191 Apache-2.0 9 6 0 Updated Dec 23, 2024
  • R-MeeTo Public

    Give us minutes, we give back a faster Mamba. The official implementation of "Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training".

    NUS-HPC-AI-Lab/R-MeeTo’s past year of commit activity
    Python 36 1 0 0 Updated Dec 18, 2024
  • PAD Public

    Prioritize Alignment in Dataset Distillation

    NUS-HPC-AI-Lab/PAD’s past year of commit activity
    Python 20 2 0 0 Updated Dec 3, 2024
  • Awesome-Efficient-Video-Generation Public

    A curated list of recent efficient video generation methods.

    NUS-HPC-AI-Lab/Awesome-Efficient-Video-Generation’s past year of commit activity
    8 0 0 0 Updated Nov 23, 2024
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