objectiveIntroduced by MoCo · 2019
Momentum contrast
A queue of negatives encoded by a slowly-updated momentum encoder.
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 MoCo cites, directly or one step removed. Citation is a fact; the connection between the ideas is not verified.
Treat every image as its own class and learn features that tell instances apart.
Predict future latents and score them against negatives with a contrastive loss.
Learn features by maximising information shared between an input and its encoding, or between views.