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2105.07385
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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
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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
Hui Wang
Cho Tung Yip
Bo Li
118
0
0
22 Aug 2024
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
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
Sebastian Lee
Sebastian Goldt
Andrew M. Saxe
CLL
83
74
0
09 Jul 2021
1