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cs.CV2024
Designed Dithering Sign Activation for Binary Neural Networks
Brayan Monroy, Juan Estupiñan, Tatiana Gelvez-Barrera +2
Binary Neural Networks emerged as a cost-effective and energy-efficient solution for computer vision tasks by binarizing either network weights or activations. However, common bina…
cs.CV2024★ 4 cited
Privacy-Preserving Deep Learning Using Deformable Operators for Secure Task Learning
Fabian Perez, Jhon Lopez, Henry Arguello
In the era of cloud computing and data-driven applications, it is crucial to protect sensitive information to maintain data privacy, ensuring truly reliable systems. As a result, p…