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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 26 10

3. ladon-multi-task-sc2 ladon-multi-task-sc2 Public

   [WACV 2025] "A Multi-task Supervised Compression Model for Split Computing"

   Python

4. supervised-compression supervised-compression Public

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

   Python 31 2

5. 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

6. 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