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few-shot learning

3390 papers

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Also known as

FSL FEW-SHOT FSS

Co-occurring keywords

large language model (12755) zero-shot learning (3637) transfer learning (5442) in-context learning (1369) text classification (6776) domain adaptation (4578) prompt engineering (1128) language model (4573) representation learning (6174) contrastive learning (3979)

Papers

Matching Networks for One Shot Learning NIPS 2016
Compact Bilinear Pooling CVPR 2016
One-Shot Learning of Scene Locations via Feature Trajectory Transfer CVPR 2016
Learning Like a Child: Fast Novel Visual Concept Learning From Sentence Descriptions of Images ICCV 2015
Model Recommendation: Generating Object Detectors From Few Samples CVPR 2015
Zero-shot recognition with unreliable attributes NIPS 2014
COSTA: Co-Occurrence Statistics for Zero-Shot Classification CVPR 2014
Watching Unlabeled Video Helps Learn New Human Actions from Very Few Labeled Snapshots CVPR 2013
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
A Case Study on Meta-Generalising: A Gaussian Processes Approach JMLR 2012
Learning to Learn with Compound HD Models NIPS 2011
Transfer Learning by Borrowing Examples for Multiclass Object Detection NIPS 2011