A small subset of neurons memorizes minority-group examples during training, and a pruning-based contrastive fine-tuning framework that targets them improves worst-group accuracy.
Imagenet: A large-scale hierarchical image database
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Uncovering Memorization Effect in the Presence of Spurious Correlations
A small subset of neurons memorizes minority-group examples during training, and a pruning-based contrastive fine-tuning framework that targets them improves worst-group accuracy.