Projects in Awesome Lists tagged with split-computing
A curated list of projects in awesome lists tagged with split-computing .
https://github.com/yoshitomo-matsubara/head-network-distillation
[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 Networks for Edge-assisted Real-time Systems"
image-classification imagenet knowledge-distillation pytorch split-computing
Last synced: 14 Apr 2025
https://github.com/yoshitomo-matsubara/supervised-compression
[WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"
coco image-classification imagenet knowledge-distillation object-detection pytorch semantic-segmentation split-computing supervised-compression
Last synced: 14 Apr 2025
https://github.com/yoshitomo-matsubara/sc2-benchmark
[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
coco image-classification imagenet knowledge-distillation object-detection pascal-voc pytorch semantic-segmentation split-computing supervised-compression
Last synced: 13 Apr 2025
https://github.com/yoshitomo-matsubara/hnd-ghnd-object-detectors
[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: Challenges and Preliminary Results"
coco knowledge-distillation object-detection pytorch split-computing
Last synced: 14 Apr 2025
https://github.com/yoshitomo-matsubara/bottlefit-split_computing
[IEEE WoWMoM 2022] "BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing"
image-classification imagenet knowledge-distillation pytorch split-computing
Last synced: 05 Dec 2024
https://github.com/yoshitomo-matsubara/ladon-multi-task-sc2
[WACV 2025] "A Multi-task Supervised Compression Model for Split Computing"
coco image-classification imagenet knowledge-distillation multi-task multi-task-architecture multi-task-prediction object-detection pytorch semantic-segmentation split-computing supervised-compression
Last synced: 05 Mar 2025