Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets-Reference-Cited by-同舟云学术

Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets

Published:2023-10-02 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
language:
Short-container-title:

Author:

Spadaro Gabriele¹,Renzulli Riccardo¹,Bragagnolo Andrea²,Giraldo Jhony H.³,Fiandrotti Attilio¹,Grangetto Marco¹,Tartaglione Enzo³

Affiliation:

1. University of Turin,Computer Science Department,Italy

2. Independent Researcher

3. Télécom Paris - Institut Polytechnique de Paris,LTCI,France

Publisher

IEEE

Link

Reference25 articles.

1. To update or not to update? neurons at equilibrium in deep models;Bragagnolo,2022

2. The lottery ticket hypothesis: Finding sparse, trainable neural networks;Frankle

4. Learning both weights and connections for efficient neural network;Han;Advances in Neural Information Processing Systems,2015

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

2. Towards On-Device Learning on the Edge: Ways to Select Neurons to Update Under a Budget Constraint;2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW);2024-01-01