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Loss Spike in Training Neural Networks

Loss Spike in Training Neural Networks

20 May 2023
Zhongwang Zhang
Z. Xu
ArXivPDFHTML

Papers citing "Loss Spike in Training Neural Networks"

6 / 6 papers shown
Title
On the Relationship Between Double Descent of CNNs and Shape/Texture Bias Under Learning Process
Shun Iwase
Shuya Takahashi
Nakamasa Inoue
Rio Yokota
Ryo Nakamura
Hirokatsu Kataoka
69
0
0
04 Mar 2025
Phase Diagram of Initial Condensation for Two-layer Neural Networks
Phase Diagram of Initial Condensation for Two-layer Neural Networks
Zheng Chen
Yuqing Li
Tao Luo
Zhaoguang Zhou
Z. Xu
MLT
AI4CE
39
8
0
12 Mar 2023
Understanding Gradient Descent on Edge of Stability in Deep Learning
Understanding Gradient Descent on Edge of Stability in Deep Learning
Sanjeev Arora
Zhiyuan Li
A. Panigrahi
MLT
75
88
0
19 May 2022
Multi-scale Deep Neural Network (MscaleDNN) for Solving
  Poisson-Boltzmann Equation in Complex Domains
Multi-scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains
Ziqi Liu
Wei Cai
Zhi-Qin John Xu
AI4CE
152
156
0
22 Jul 2020
The large learning rate phase of deep learning: the catapult mechanism
The large learning rate phase of deep learning: the catapult mechanism
Aitor Lewkowycz
Yasaman Bahri
Ethan Dyer
Jascha Narain Sohl-Dickstein
Guy Gur-Ari
ODL
153
232
0
04 Mar 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp
  Minima
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
N. Keskar
Dheevatsa Mudigere
J. Nocedal
M. Smelyanskiy
P. T. P. Tang
ODL
273
2,878
0
15 Sep 2016
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