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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 98 8

  2. FedTHE FedTHE Public

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

    Jupyter Notebook 47 3

  3. RDED RDED Public

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

    Python 45 1

  4. DynMoE DynMoE Public

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

    Python 30 8

  5. FedBR FedBR Public

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

    Python 21 1

  6. Research_Methodology_of_Computer_Science_and_Technology Research_Methodology_of_Computer_Science_and_Technology Public

    20 1

Repositories

Showing 10 of 13 repositories
  • 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
  • LINs-lab/LINs-lab.github.io’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Jul 2, 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 30 Apache-2.0 8 0 0 Updated Jun 24, 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 45 Apache-2.0 1 1 0 Updated Apr 28, 2024
  • ttab Public

    [ICML23] On Pitfalls of Test-Time Adaptation

    LINs-lab/ttab’s past year of commit activity
    Python 98 Apache-2.0 8 1 0 Updated Apr 6, 2024
  • M3 Public

    [ICLR 2024] Towards Robust Multi-Modal Reasoning via Model Selection

    LINs-lab/M3’s past year of commit activity
    Python 7 Apache-2.0 1 0 0 Updated Mar 7, 2024
  • FedBR Public

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

    LINs-lab/FedBR’s past year of commit activity
    Python 21 Apache-2.0 1 0 0 Updated Mar 7, 2024

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