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Few-Shot Learning

2,562 papers

Papers per year

3
167
401
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Papers

Bayesian Multiple Target Localization ICML 2015
Zero-shot recognition with unreliable attributes NIPS 2014
Active Reward Learning RSS 2014
Transfer Learning in a Transductive Setting NIPS 2013
One-shot learning by inverting a compositional causal process NIPS 2013
Discriminative Transfer Learning with Tree-based Priors NIPS 2013
Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies NIPS 2013
One-shot learning and big data with n=2 NIPS 2013
Fingerspelling Recognition with Semi-Markov Conditional Random Fields ICCV 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