Search Results for author: Soheil Zibakhsh Shabgahi

Found 2 papers, 1 papers with code

LayerCollapse: Adaptive compression of neural networks

no code implementations29 Nov 2023 Soheil Zibakhsh Shabgahi, Mohammad Sohail Shariff, Farinaz Koushanfar

Handling the ever-increasing scale of contemporary deep learning and transformer-based models poses a significant challenge.

Computational Efficiency Image Classification +3

LiveTune: Dynamic Parameter Tuning for Training Deep Neural Networks

1 code implementation28 Nov 2023 Soheil Zibakhsh Shabgahi, Nojan Sheybani, Aiden Tabrizi, Farinaz Koushanfar

Traditional machine learning training is a static process that lacks real-time adaptability of hyperparameters.

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