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S. Kim

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Conference Jul 2026

The Layer Transferability Profile: Mapping Feature Hierarchies in Pretrained Vision Models

Transfer learning with ImageNet-pretrained backbones is ubiquitous in computer vision, yet the question of which intermediate layer best serves a downstream task is typically resolved by convention rather than controlled measurement. Despite the prevalence of this practice, no systematic comparison of layer-wise frozen...

Sanghyuk Roy Choi, Chanhoe Gu, S. Kim et al. · 0 citations

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