Few-shot and zero-shot learning

One hand-annotated membrane trains MemBrain v2 to pick protein complexes on the rest

MemBrain v2, published in Nature Methods by groups in Munich and Basel, reports a 91% F1 score locating membrane protein complexes on new membranes after a single one was labelled by hand. Its authors put the time saving at weeks down to a few hours.