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pareto-optimization

Model optimization using compact network design. Where applicable, Xception-Lite refers to the optimized model architecture.

Here's the paper citation for this repo

Nuh Mih, A., Rahimi, A., Kawnine, A., Palma, F., Dubay, R., Wachowicz, M. & Cao, H. (2024). Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment. In The 37th Canadian Conference on Artificial Intelligence (Canadian AI 2024). Guelph, ON, Canada.

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