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Few-Shot Learning

2558 directly classified papers

Papers per year

Papers

Transfer Learning in a Transductive Setting NIPS 2013
Fingerspelling Recognition with Semi-Markov Conditional Random Fields ICCV 2013
Discriminative Transfer Learning with Tree-based Priors NIPS 2013
One-shot learning and big data with n=2 NIPS 2013
Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies NIPS 2013
Active Learning Using Smooth Relative Regret Approximations with Applications COLT 2012
Abstraction and Relational learning NIPS 2009
Multiple-Instance Learning of Real-Valued Data JMLR 2002