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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.

    207 9

  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 154 8

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

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

    Python 34 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 73 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".

    Jupyter Notebook 45

  6. CoRe2 CoRe2 Public

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

    Python 22

Repositories

Showing 8 of 8 repositories
  • 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
    Jupyter Notebook 45 MIT 0 2 0 Updated May 4, 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
    207 MIT 9 0 3 Updated Apr 28, 2025
  • 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 22 Apache-2.0 0 1 0 Updated Mar 19, 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 73 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 34 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 154 Apache-2.0 8 8 0 Updated Feb 17, 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 16 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
    274 MIT 25 0 0 Updated Apr 10, 2024

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