Modelpedia
Work in progress
About
Findings
Models
Concepts
Methods
Datasets
Sources
Light
Dark
Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement
2024-01-16
· ICLR 2024 poster ·
anchor
Findings
IC-990
ResNet-50 and DenseNet-101 exhibit a higher mean-to-variance ratio in penultimate pre-ReLU activations for in-distribution samples than for out-of-distribution samples, and the activation-based scaling factor is well-separated between ID and OOD