dataIntroduced by Weakly supervised visual features (Jouli · 2015
Weakly supervised pre-training
Use huge amounts of cheap, noisy labels instead of clean annotations.
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 Weakly supervised visual features (Jouli cites, directly or one step removed. Citation is a fact; the connection between the ideas is not verified.
Activations of an ImageNet CNN make strong generic features for new tasks.