Optimization of DL Models in Edge(Selection and Optimization of DL Models in Edge)

swagshaw / Awesome-Cloud-Edge-AI

A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.

MIT License

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Optimization of DL Models in Edge(Selection and Optimization of DL Models in Edge) #5

Closed swagshaw closed 2 years ago

swagshaw commented 2 years ago

Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation
https://readpaper.com/paper/2167215970
Compressing Neural Networks with the Hashing Trick
https://readpaper.com/paper/2952432176

swagshaw commented 2 years ago

Edge Assisted Real-time Object Detection for Mobile Augmented Reality https://readpaper.com/paper/2965289829

swagshaw commented 2 years ago

Real-Time Human Detection as an Edge Service Enabled by a Lightweight CNN https://readpaper.com/paper/2963705844 DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework https://readpaper.com/paper/2963728985