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few-shot learning

3390 papers

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Also known as

FSL FEW-SHOT

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

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models ICCV 2019
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs IJCNLP 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations IJCNLP 2019
Compositional Generalization for Primitive Substitutions IJCNLP 2019
Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion IJCNLP 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification IJCNLP 2019
Few-Shot Adaptive Gaze Estimation ICCV 2019
Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning ICCV 2019
Boosting Few-Shot Visual Learning With Self-Supervision ICCV 2019
Visual Concept-Metaconcept Learning NIPS 2019
PARN: Position-Aware Relation Networks for Few-Shot Learning ICCV 2019
SILCO: Show a Few Images, Localize the Common Object ICCV 2019
Diversity With Cooperation: Ensemble Methods for Few-Shot Classification ICCV 2019
Variational Few-Shot Learning ICCV 2019
Hierarchically Structured Meta-learning ICML 2019
LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning ICML 2019
Adaptive Cross-Modal Few-shot Learning NIPS 2019
Infinite Mixture Prototypes for Few-shot Learning ICML 2019
AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019
Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification CVPR 2019
Learning Compositional Representations for Few-Shot Recognition ICCV 2019
Memory-Based Neighbourhood Embedding for Visual Recognition ICCV 2019
Low Shot Box Correction for Weakly Supervised Object Detection IJCAI 2019
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors ICCV 2019
ACMM: Aligned Cross-Modal Memory for Few-Shot Image and Sentence Matching ICCV 2019