A new multislice-PHATE visualization reveals training dynamics, catastrophic forgetting, and a link between hidden-unit heterogeneity and generalization in neural networks.
Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Visualizing the PHATE of Neural Networks
A new multislice-PHATE visualization reveals training dynamics, catastrophic forgetting, and a link between hidden-unit heterogeneity and generalization in neural networks.