68 citations · 493 across the 40 of their papers we have counts for
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cond-mat.stat-mech2022★ 9 cited
Statistical mechanics of continual learning: variational principle and mean-field potential
Chan Li, Zhenye Huang, Wenxuan Zou +1
An obstacle to artificial general intelligence is set by continual learning of multiple tasks of different nature. Recently, various heuristic tricks, both from machine learning an…
cs.LG2022★ 8 cited
Emergence of hierarchical modes from deep learning
Chan Li, Haiping Huang
Large-scale deep neural networks consume expensive training costs, but the training results in less-interpretable weight matrices constructing the networks. Here, we propose a mode…