ToFe freezes unimportant ViT tokens temporarily and reuses them later, achieving about 50% FLOPs reduction with less than 2% top-1 accuracy drop on ImageNet.
(2022) Introducing chatgpt
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
ToFe: Lagged Token Freezing and Reusing for Efficient Vision Transformer Inference
ToFe freezes unimportant ViT tokens temporarily and reuses them later, achieving about 50% FLOPs reduction with less than 2% top-1 accuracy drop on ImageNet.