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    9 repositories

    • Data-Efficient-Transformers

      Public
      Official implementation of "Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective"
      pytorchcoresets
      Python
      •1•1•0•0•Updated Jul 7, 2024Jul 7, 2024

    • trailmet

      Public
      Transmute AI Lab Model Efficiency Toolkit
      Python
      •
      MIT License
      •15•19•14•2•Updated Oct 2, 2023Oct 2, 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•0•0•Updated Apr 9, 2023Apr 9, 2023

    • ChipNet

      Public
      Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"
      pruningstructurediclr2021continuous-relexationheavisidebudget-aware
      Python
      •
      MIT License
      •8•20•4•1•Updated Oct 29, 2022Oct 29, 2022

    • MetaDOCK

      Public
      Official code for our CVPR'22 paper “Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning”
      Python
      •
      MIT License
      •0•5•0•0•Updated Sep 16, 2022Sep 16, 2022

    • ultramnist

      Public
      Official Repository related to UltraMNIST classification benchmark
      Python
      •
      MIT License
      •1•8•0•0•Updated Aug 16, 2022Aug 16, 2022

    • implicit-networks

      Public
      Python
      •
      MIT License
      •0•4•1•0•Updated Mar 6, 2022Mar 6, 2022

    • RepeatNet

      Public
      Official Implementation "Rescaling CNN through Learnable Repetition of Network Parameters"
      Python
      •
      MIT License
      •0•8•0•0•Updated Aug 31, 2021Aug 31, 2021

    • SolarNet

      Public
      Jupyter Notebook
      •1•2•0•0•Updated Apr 9, 2021Apr 9, 2021