SOTAVerified

One-Shot Learning

One-shot learning is the task of learning information about object categories from a single training example.

( Image credit: Siamese Neural Networks for One-shot Image Recognition )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–305 of 305 papers

TitleStatusHype
Lifelong Machine Learning for Topic Modeling and Beyond—0
Learning Non-deterministic Representations with Energy-based Ensembles—0
One-Shot-Learning Gesture Recognition using HOG-HOF Features—0
One-shot learning by inverting a compositional causal process—0
One-shot learning and big data with n=2—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Siamese Neural NetworkAccuracy97.5—Unverified