A dynamical systems analysis of constant-step SGD explains memorization in generative models by combining two-time-scale dynamics with a collapse model.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Adynamical systems view of training generativemodels and the memorization phenomenon
A dynamical systems analysis of constant-step SGD explains memorization in generative models by combining two-time-scale dynamics with a collapse model.