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few-shot learning

3390 papers

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Also known as

ICL FSL FSAS FSED FSOD FSSL FSR FSC FFG FSAC FEW-SHOT FSCD FSIG FLAD FSCIL FSS FSRE FSIL CDFSL FS-XLT

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

XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation CVPR 2022
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models COLING 2022
Leveraging Non-dialogue Summaries for Dialogue Summarization COLING 2022
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022
Learning To Learn by Jointly Optimizing Neural Architecture and Weights CVPR 2022
Learning Non-Target Knowledge for Few-Shot Semantic Segmentation CVPR 2022
Conditional Prompt Learning for Vision-Language Models CVPR 2022
Spatio-Temporal Relation Modeling for Few-Shot Action Recognition CVPR 2022
PointCLIP: Point Cloud Understanding by CLIP CVPR 2022
Semantic-Aligned Fusion Transformer for One-Shot Object Detection CVPR 2022
What Matters for Meta-Learning Vision Regression Tasks? CVPR 2022
Semi-Supervised Few-Shot Learning via Multi-Factor Clustering CVPR 2022
Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022
FS6D: Few-Shot 6D Pose Estimation of Novel Objects CVPR 2022
Propagation Regularizer for Semi-Supervised Learning With Extremely Scarce Labeled Samples CVPR 2022
Look Closer To Supervise Better: One-Shot Font Generation via Component-Based Discriminator CVPR 2022
Generalized Few-Shot Semantic Segmentation CVPR 2022
Grounded Language-Image Pre-Training CVPR 2022
Multidimensional Belief Quantification for Label-Efficient Meta-Learning CVPR 2022
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022
Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
Graph-based Model Generation for Few-Shot Relation Extraction EMNLP 2022
Visual Prompt Tuning for Few-Shot Text Classification COLING 2022
UECA-Prompt: Universal Prompt for Emotion Cause Analysis COLING 2022