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  1. ChipNet ChipNet Public

    Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"

    Python 20 7

  2. RepeatNet RepeatNet Public

    Official Implementation "Rescaling CNN through Learnable Repetition of Network Parameters"

    Python 8

  3. MetaDOCK MetaDOCK Public

    Official code for our CVPR'22 paper “Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning”

    Python 5

  4. ultramnist ultramnist Public

    Official Repository related to UltraMNIST classification benchmark

    Python 7 1

  5. implicit-networks implicit-networks Public

    Python 4

  6. Data-Efficient-Transformers Data-Efficient-Transformers Public

    Official implementation of "Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective"

    Python

Repositories

Showing 9 of 9 repositories
  • trailmet Public

    Transmute AI Lab Model Efficiency Toolkit

    Python 18 MIT 15 14 2 Updated Oct 2, 2023
  • Data-Efficient-Transformers Public

    Official implementation of "Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective"

    Python 0 0 0 0 Updated Apr 28, 2023
  • Light-Weight-Trackers Public

    This is the official repository for the ICASSP 2023 paper "On Designing Light-Weight Object Trackers Through Network Pruning: Use CNNs or Transformers?"

    Python 2 2 1 0 Updated Apr 9, 2023
  • ChipNet Public

    Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"

    Python 20 MIT 7 4 1 Updated Oct 29, 2022
  • MetaDOCK Public

    Official code for our CVPR'22 paper “Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning”

    Python 5 MIT 0 0 0 Updated Sep 16, 2022
  • ultramnist Public

    Official Repository related to UltraMNIST classification benchmark

    Python 7 MIT 1 0 0 Updated Aug 16, 2022
  • Python 4 MIT 0 1 0 Updated Mar 6, 2022
  • RepeatNet Public

    Official Implementation "Rescaling CNN through Learnable Repetition of Network Parameters"

    Python 8 MIT 0 0 0 Updated Aug 31, 2021
  • SolarNet Public
    Jupyter Notebook 2 1 0 0 Updated Apr 9, 2021

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