A single weighted combination of log dataset size and feature-space distance, tuned on nine tasks, selects the best transfer source model in 13 of 21 held-out image and semantic relation tasks.
Factors of Transferability for a Generic ConvNet Representation
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
P2L: Predicting Transfer Learning for Images and Semantic Relations
A single weighted combination of log dataset size and feature-space distance, tuned on nine tasks, selects the best transfer source model in 13 of 21 held-out image and semantic relation tasks.