Search Results for author: Roch Guerin

Found 2 papers, 2 papers with code

Progressive Neural Compression for Adaptive Image Offloading under Timing Constraints

1 code implementation8 Oct 2023 Ruiqi Wang, Hanyang Liu, Jiaming Qiu, Moran Xu, Roch Guerin, Chenyang Lu

It is, therefore, important to develop an adaptive approach that maximizes the inference performance of ML applications under timing constraints and the resource constraints of IoT devices.

Image Classification

Adaptive Edge Offloading for Image Classification Under Rate Limit

1 code implementation31 Jul 2022 Jiaming Qiu, Ruiqi Wang, Ayan Chakrabarti, Roch Guerin, Chenyang Lu

Because of limited computing capacity, embedded devices rely on a parsimonious classification model with uneven accuracy.

Classification Image Classification

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