dataIntroduced by Domain adaptive transfer · 2018
Domain-adaptive pre-training data
Reweight pre-training data towards the target domain; more data is not always better.
Drafted by AI · not yet reviewed
How this idea evolved
Suggested from citations. No curator has recorded what this idea builds on yet. These ideas from the same theme come from papers that Domain adaptive transfer cites, directly or one step removed. Citation is a fact; the connection between the ideas is not verified.
Performance keeps rising (logarithmically) with 100× more labelled images.
Use huge amounts of cheap, noisy labels instead of clean annotations.
Activations of an ImageNet CNN make strong generic features for new tasks.
Papers using this
No other paper in this dataset is tagged with it yet.