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split-computing

Here are 6 public repositories matching this topic...

yoshitomo-matsubara / sc2-benchmark

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

pytorch imagenet image-classification coco object-detection semantic-segmentation knowledge-distillation pascal-voc supervised-compression split-computing

Updated Mar 31, 2026
Python

supervised-compression

yoshitomo-matsubara / supervised-compression

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

pytorch imagenet image-classification coco object-detection semantic-segmentation knowledge-distillation supervised-compression split-computing

Updated Jun 16, 2023
Python

bottlefit-split_computing

yoshitomo-matsubara / bottlefit-split_computing

[IEEE WoWMoM 2022] "BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing"

pytorch imagenet image-classification knowledge-distillation split-computing

Updated Jun 16, 2023
Python

ladon-multi-task-sc2

yoshitomo-matsubara / ladon-multi-task-sc2

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

pytorch imagenet image-classification coco object-detection semantic-segmentation knowledge-distillation multi-task multi-task-prediction multi-task-architecture supervised-compression split-computing

Updated Feb 24, 2025
Python

ali-izhar / tracr

Split computing via cooperative inference.

computation-offloading split-computing dnn-partitioning

Updated Mar 19, 2025
Python

ameerkhadi / carbon-aware-split-computing

Where should an AI model run - device, edge or cloud - to meet its deadline with the least carbon? Real network traces from Babylon, Iraq.

iot deep-learning edge-computing green-ai sustainable-computing split-computing carbon-aware

Updated Oct 5, 2026
Python

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