When Layers Play the Lottery, all Tickets Win at Initialization

Author:

Jordao Artur1,de Araújo George2,de Almeida Maia Helena2,Pedrini Helio2

Affiliation:

1. Universidade de São Paulo,Escola Politécnica

2. University of Campinas,Institute of Computing

Publisher

IEEE

Reference44 articles.

1. Critical learning periods in deep networks;Achille

2. What is the state of neural network pruning?;Blalock

3. The lottery ticket hypothesis for pre-trained BERT networks;Chen;Neural Information Processing Systems (NeurIPS),2020

4. Sparsity winning twice: Better robust generalization from more efficient training;Chen

5. Progressive skeletonization: Trimming more fat from a network at initialization;de Jorge

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1. Complexity-Driven Model Compression for Resource-Constrained Deep Learning on Edge;IEEE Transactions on Artificial Intelligence;2024-08

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