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  1. torchdistill torchdistill Public

    A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Train…

    Python 1.4k 131

  2. sc2-benchmark sc2-benchmark Public

    [TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"

    Python 24 10

  3. supervised-compression supervised-compression Public

    [WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"

    Python 30 2

  4. hnd-ghnd-object-detectors hnd-ghnd-object-detectors Public

    [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL 2020] "Split Computing for Complex Object Detectors: Challen…

    Jupyter Notebook 25 5

  5. head-network-distillation head-network-distillation Public

    [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural …

    Jupyter Notebook 35 6

  6. guess-blind-entities guess-blind-entities Public

    [JCDL WOSP 2020] "Citations Beyond Self Citations: Identifying Authors, Affiliations, and Nationalities in Scientific Papers"

    Java