Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Do Neural Networks Lose Plasticity in a Gradually Changing World?
Tianhui Liu, Lili Mou
Continual learning has become a trending topic in machine learning. Recent studies have discovered an interesting phenomenon called loss of plasticity, referring to neural networks…
cs.LG2024
Learning using granularity statistical invariants for classification
Ting-Ting Zhu, Yuan-Hai Shao, Chun-Na Li +1
Learning using statistical invariants (LUSI) is a new learning paradigm, which adopts weak convergence mechanism, and can be applied to a wider range of classification problems. Ho…