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Statistical Mechanical Analysis of Catastrophic Forgetting in Continual
  Learning with Teacher and Student Networks

Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks

16 May 2021
Haruka Asanuma
S. Takagi
Yoshihiro Nagano
Yuki Yoshida
Y. Igarashi
M. Okada
ArXiv (abs)PDFHTML

Papers citing "Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks"

4 / 4 papers shown
Title
Dynamics of Meta-learning Representation in the Teacher-student Scenario
Dynamics of Meta-learning Representation in the Teacher-student Scenario
Hui Wang
Cho Tung Yip
Bo Li
118
0
0
22 Aug 2024
Disentangling and Mitigating the Impact of Task Similarity for Continual
  Learning
Disentangling and Mitigating the Impact of Task Similarity for Continual Learning
Naoki Hiratani
CLL
93
4
0
30 May 2024
Statistical mechanics of continual learning: variational principle and
  mean-field potential
Statistical mechanics of continual learning: variational principle and mean-field potential
Chan Li
Zhenye Huang
Wenxuan Zou
Haiping Huang
86
5
0
06 Dec 2022
Continual Learning in the Teacher-Student Setup: Impact of Task
  Similarity
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity
Sebastian Lee
Sebastian Goldt
Andrew M. Saxe
CLL
83
74
0
09 Jul 2021
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