Search Results for author: Emadeldeen Hamdan

Found 3 papers, 1 papers with code

DCT-Based Decorrelated Attention for Vision Transformers

no code implementations22 May 2024 Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Cetin, Ulas Bagci

However, training the attention weights of queries, keys, and values is non-trivial from a state of random initialization.

Quantization

Wildfire Detection Via Transfer Learning: A Survey

no code implementations21 Jun 2023 Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, A. Enis Cetin

This paper surveys different publicly available neural network models used for detecting wildfires using regular visible-range cameras which are placed on hilltops or forest lookout towers.

Transfer Learning

Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets

1 code implementation13 Mar 2023 Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Salih Atici, Ahmet Enis Cetin

Trainable soft-thresholding layers, that remove noise in the transform domain, bring nonlinearity to the transform domain layers.

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