Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing

2 February 2018

Papers citing "Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing"

10 / 10 papers shown

Title
Expressivity of Neural Networks with Random Weights and Learned Biases Ezekiel Williams Avery Hee-Woon Ryoo Thomas Jiralerspong Alexandre Payeur M. Perich Luca Mazzucato Guillaume Lajoie 33 2 0 01 Jul 2024
Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training Lillian Zhou Dhruv Guliani Andreas Kabel Giovanni Motta F. Beaufays 18 1 0 08 Oct 2021
Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation Shengran Hu Ran Cheng Cheng He Zhichao Lu Jing Wang Miao Zhang 32 7 0 08 Oct 2021
Efficient and Private Federated Learning with Partially Trainable Networks Hakim Sidahmed Zheng Xu Ankush Garg Yuan Cao Mingqing Chen FedML 49 13 0 06 Oct 2021
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer Ilias Chalkidis Manos Fergadiotis Ion Androutsopoulos AILaw 18 106 0 02 Sep 2021
Bootstrap Your Own Correspondences Mohamed El Banani Justin Johnson 3DPC SSL 11 33 0 01 Jun 2021
Reservoir Transformers Sheng Shen Alexei Baevski Ari S. Morcos Kurt Keutzer Michael Auli Douwe Kiela 35 17 0 30 Dec 2020
Deep Randomized Neural Networks Claudio Gallicchio Simone Scardapane OOD 43 61 0 27 Feb 2020
J-Net: Randomly weighted U-Net for audio source separation Bo Chen Yen-Min Hsu Hung-yi Lee 17 2 0 29 Nov 2019
Scaling up Echo-State Networks with multiple light scattering Jonathan Dong S. Gigan Florent Krzakala G. Wainrib 14 21 0 15 Sep 2016