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Book Synopsis

A Hybrid Lightweight Deep Learning Model For Edge Devices: Combining Knowledge Distillation, Pruning, and Quantization.- Exploring the Effects of Weight Initialization Methods Combined with Different Activation Functions in Feedforward Neural Networks.- Enhancing Concealment in 3D Mesh Models using Chaotic based Steganography Algorithm with Minimal Perceptual Distortion.- Improving data delivery and energy efficiency in MANETs: a stacking based SVM approach for multipath.- Optimizing CNN Architecture for Quality Control of Corneal Confocal Microscopy Images Using a Genetic Algorithm.

Proceedings of the 15th International Conference on Soft Computing and Pattern Recognition SoCPaR 2023

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    A Paperback by Kun Ma

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      View other formats and editions of Proceedings of the 15th International Conference on Soft Computing and Pattern Recognition SoCPaR 2023 by Kun Ma

      Publisher: Springer
      Publication Date: 25/05/2025
      ISBN13: 9783031810824, 978-3031810824
      ISBN10:

      Description

      Book Synopsis

      A Hybrid Lightweight Deep Learning Model For Edge Devices: Combining Knowledge Distillation, Pruning, and Quantization.- Exploring the Effects of Weight Initialization Methods Combined with Different Activation Functions in Feedforward Neural Networks.- Enhancing Concealment in 3D Mesh Models using Chaotic based Steganography Algorithm with Minimal Perceptual Distortion.- Improving data delivery and energy efficiency in MANETs: a stacking based SVM approach for multipath.- Optimizing CNN Architecture for Quality Control of Corneal Confocal Microscopy Images Using a Genetic Algorithm.

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