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@LINs-lab

LINs Lab @ Westlake University

Learning and INference Systems (LINs) Laboratory

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  1. ttab ttab Public

    [ICML23] On Pitfalls of Test-Time Adaptation

    Python 100 10

  2. FedTHE FedTHE Public

    [ICLR 2023] Test-time Robust Personalization for Federated Learning

    Jupyter Notebook 51 4

  3. RDED RDED Public

    [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm

    Python 48 2

  4. DynMoE DynMoE Public

    [Preprint] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models

    Python 41 8

  5. Research_Methodology_of_Computer_Science_and_Technology Research_Methodology_of_Computer_Science_and_Technology Public

    31 1

  6. FedBR FedBR Public

    [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction

    Python 24 1

Repositories

Showing 10 of 14 repositories
  • LINs-lab/Research_Methodology_of_Computer_Science_and_Technology’s past year of commit activity
    31 1 0 0 Updated Sep 14, 2024
  • LINs-lab/awesome_tutorials’s past year of commit activity
    0 0 0 0 Updated Sep 10, 2024
  • LINs-lab/LINs-lab.github.io’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Sep 9, 2024
  • DynMoE Public

    [Preprint] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models

    LINs-lab/DynMoE’s past year of commit activity
    Python 41 Apache-2.0 8 0 0 Updated Aug 21, 2024
  • LINs-lab/awesome_papers’s past year of commit activity
    4 0 0 0 Updated Aug 9, 2024
  • LINs-lab/cluster_tutorial’s past year of commit activity
    7 1 0 0 Updated Jul 10, 2024
  • CapaBoost Public

    [ICLR 2024] Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning

    LINs-lab/CapaBoost’s past year of commit activity
    Python 8 Apache-2.0 0 0 0 Updated Jul 3, 2024
  • FedRC Public

    [ICML 2024] FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering

    LINs-lab/FedRC’s past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Jun 19, 2024
  • ReLA Public

    [Preprint] Efficiency for Free: Ideal Data Are Transportable Representations

    LINs-lab/ReLA’s past year of commit activity
    7 0 0 0 Updated May 27, 2024
  • RDED Public

    [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm

    LINs-lab/RDED’s past year of commit activity
    Python 48 Apache-2.0 2 1 0 Updated Apr 28, 2024

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