DREG achieves highest overall and clean-regime accuracy among regularizers in a large factorial study, ranking second in noise robustness and performing best under GELU with advantages in low-data regimes.
Jacobian regularization- based out-of-distribution detection for neural networks,
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
-
DREG: A Layer-Wise Jacobian Regularization as a General-Purpose Penalty
DREG achieves highest overall and clean-regime accuracy among regularizers in a large factorial study, ranking second in noise robustness and performing best under GELU with advantages in low-data regimes.