WaveMix: A Resource-efficient Neural Network for Image Analysis

We propose a novel neural architecture for computer vision -- WaveMix -- that is resource-efficient and yet generalizable and scalable. While using fewer trainable parameters, GPU RAM, and computations, WaveMix networks achieve comparable or better accuracy than the state-of-the-art convolutional ne...

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Hauptverfasser:	Jeevan, Pranav, Viswanathan, Kavitha, S, Anandu A, Sethi, Amit
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
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