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@xie-lab-ml

xLeaF Lab

Xie Machine Learning Foundations Lab (xLeaF Lab) @ HKUST(GZ)

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  1. awesome-alignment-of-diffusion-models awesome-alignment-of-diffusion-models Public

    The collection of awesome papers on alignment of diffusion models.

    141 4

  2. Golden-Noise-for-Diffusion-Models Golden-Noise-for-Diffusion-Models Public

    The code of our work "Golden Noise for Diffusion Models: A Learning Framework".

    Python 144 9

  3. IV-mixed-Sampler IV-mixed-Sampler Public

    [ICLR2025] IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis

    Python 31 1

  4. Zigzag-Diffusion-Sampling Zigzag-Diffusion-Sampling Public

    [ICLR2025] The code of Z-Sampling, proposed in our paper "Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection".

    Python 59 2

  5. Weak-to-Strong-Diffusion-with-Reflection Weak-to-Strong-Diffusion-with-Reflection Public

    The official code of "Weak-to-Strong Diffusion with Reflection".

    Python 38

  6. CoRe2 CoRe2 Public

    The official implementation of our paper "CoRe^2: Collect, Reflect and Refine to Generate Better and Faster".

    Python 21

Repositories

Showing 8 of 8 repositories
  • CoRe2 Public

    The official implementation of our paper "CoRe^2: Collect, Reflect and Refine to Generate Better and Faster".

    xie-lab-ml/CoRe2’s past year of commit activity
    Python 21 Apache-2.0 0 1 0 Updated Mar 19, 2025
  • awesome-alignment-of-diffusion-models Public

    The collection of awesome papers on alignment of diffusion models.

    xie-lab-ml/awesome-alignment-of-diffusion-models’s past year of commit activity
    141 MIT 4 0 0 Updated Mar 5, 2025
  • Zigzag-Diffusion-Sampling Public

    [ICLR2025] The code of Z-Sampling, proposed in our paper "Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection".

    xie-lab-ml/Zigzag-Diffusion-Sampling’s past year of commit activity
    Python 59 Apache-2.0 2 2 0 Updated Feb 19, 2025
  • IV-mixed-Sampler Public

    [ICLR2025] IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis

    xie-lab-ml/IV-mixed-Sampler’s past year of commit activity
    Python 31 1 0 0 Updated Feb 17, 2025
  • Golden-Noise-for-Diffusion-Models Public

    The code of our work "Golden Noise for Diffusion Models: A Learning Framework".

    xie-lab-ml/Golden-Noise-for-Diffusion-Models’s past year of commit activity
    Python 144 Apache-2.0 9 4 1 Updated Feb 17, 2025
  • Weak-to-Strong-Diffusion-with-Reflection Public

    The official code of "Weak-to-Strong Diffusion with Reflection".

    xie-lab-ml/Weak-to-Strong-Diffusion-with-Reflection’s past year of commit activity
    Python 38 MIT 0 1 0 Updated Feb 11, 2025
  • Meissonic-Inference Public

    Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer

    xie-lab-ml/Meissonic-Inference’s past year of commit activity
    Python 15 0 0 0 Updated Nov 21, 2024
  • deep-learning-dynamics-paper-list Public

    This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.

    xie-lab-ml/deep-learning-dynamics-paper-list’s past year of commit activity
    268 MIT 24 0 0 Updated Apr 10, 2024

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