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    22 repositories

    • Memorization-Curvature

      Public
      Accepted at ICML 2024 Spotlight. This code is the official implementation for the paper, "Memorization Through the Lens of Curvature of Loss Function Around Samples"
      Jupyter Notebook
      •
      MIT License
      •1•6•1•0•Updated Aug 1, 2024Aug 1, 2024

    • TREND

      Public
      This repository is the official implementation of the paper "TREND: Transferability based Robust ENsemble Design".
      Python
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Sep 21, 2023Sep 21, 2023

    • global_update_tracking

      Public
      Python
      •1•0•0•0•Updated May 1, 2023May 1, 2023

    • action-recognition-video

      Public
      Codes for Structured Learning for Action Recognition in Videos
      Python
      •1•0•0•0•Updated Oct 12, 2022Oct 12, 2022

    • Complexity-aware-AI

      Public
      Complexity-aware adaptive training and inference for distributed AI systems
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Oct 7, 2022Oct 7, 2022

    • neighborhood_gradient_clustering

      Public
      Python
      •1•0•0•0•Updated Sep 30, 2022Sep 30, 2022

    • PEDRA_pytorch

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Nov 4, 2021Nov 4, 2021

    • TSC-SNN

      Public
      0•0•0•0•Updated Sep 29, 2021Sep 29, 2021

    • qgm-sgp

      Public
      Python
      •0•0•0•0•Updated Aug 17, 2021Aug 17, 2021

    • Deep-Stochastic-Neural-Networks

      Public
      Lua
      •0•0•0•0•Updated Jun 28, 2021Jun 28, 2021

    • Gradual-Channel-Pruning-using-FRS

      Public
      Gradual Channel Pruning using Feature Relevance Scores for Convolutional Neural Networks
      Python
      •3•5•0•0•Updated Jan 5, 2021Jan 5, 2021

    • ADV-TRAIN

      Public
      This is a framework built on top of pytorch to make machine learning training and inference tasks easier. Along with that it also enables easy dataset and network instantiations, visualize boundaries and more.
      Python
      •
      GNU General Public License v3.0
      •3•1•0•0•Updated Oct 23, 2020Oct 23, 2020

    • Spike-FlowNet

      Public
      Python
      •
      MIT License
      •17•0•0•0•Updated Sep 17, 2020Sep 17, 2020

    • puma-compiler

      Public
      PUMA Compiler
      C++
      •
      Other
      •23•1•0•1•Updated Aug 4, 2020Aug 4, 2020

    • puma-simulator

      Public
      PUMA-simulator provides a detailed simulation model of a dataflow architecture built with NVM (non-volatile memory), and runs ML models compiled using the puma compiler.
      Python
      •
      MIT License
      •46•3•0•0•Updated Jul 14, 2020Jul 14, 2020

    • CBRIC-DataCenter-Monitor

      Public
      Python
      •
      GNU Affero General Public License v3.0
      •2•0•0•0•Updated Jun 26, 2020Jun 26, 2020

    • hybrid-snn-conversion

      Public
      Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
      Python
      •24•0•0•0•Updated Apr 27, 2020Apr 27, 2020

    • Enabling_Spikebased_Backpropagation

      Public
      Python
      •
      MIT License
      •7•0•0•0•Updated Mar 21, 2020Mar 21, 2020

    • TreeCNN

      Public
      MATLAB
      •0•0•0•0•Updated Mar 1, 2020Mar 1, 2020

    • SpikingAutoencoder

      Public
      MATLAB
      •0•4•0•0•Updated Nov 12, 2019Nov 12, 2019

    • traNNsformers

      Public
      Structured clustering for memristive crossbar based neuromorphic architectures
      MATLAB
      •
      MIT License
      •6•1•0•0•Updated Oct 21, 2019Oct 21, 2019

    • ml-inference-benchmarks

      Public
      GPU and CPU measurements for ML inference workloads for power, latency and throughput
      Lua
      •3•1•0•0•Updated Aug 1, 2018Aug 1, 2018