conftrace_
← Keywords

few-shot learning

3390 papers

Explore in graph

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 Unsupervised Image-to-Image Translation ICCV 2019
Give It a Shot: Few-shot Learning to Normalize ADR Mentions in Social Media Posts ACL 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019
Massively Multilingual Transfer for NER ACL 2019
Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation AAAI 2019
Large-Scale Multi-Label Text Classification on EU Legislation ACL 2019
Few-Shot Audio Classification with Attentional Graph Neural Networks INTERSPEECH 2019
Distribution Consistency Based Covariance Metric Networks for Few-Shot Learning AAAI 2019
Unsupervised Meta-Learning for Few-Shot Image Classification NIPS 2019
Learning to Learn Image Classifiers With Visual Analogy CVPR 2019
Meta-Learning With Differentiable Convex Optimization CVPR 2019
Learning to Generalize Kinematic Models to Novel Objects CORL 2019
Semi-Supervised Domain Adaptation via Minimax Entropy ICCV 2019
AMP: Adaptive Masked Proxies for Few-Shot Segmentation ICCV 2019
Learning to Find Common Objects Across Few Image Collections ICCV 2019
Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding AAAI 2019
Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning ICCV 2019
Hierarchical Attention Prototypical Networks for Few-Shot Text Classification IJCNLP 2019
A Meta-Learning Approach for Custom Model Training AAAI 2019
Few-Shot and Zero-Shot Learning for Historical Text Normalization EMNLP 2019
Deep Meta Learning for Real-Time Target-Aware Visual Tracking ICCV 2019
Towards Zero-shot Language Modeling IJCNLP 2019
Few-Shot Learning With Embedded Class Models and Shot-Free Meta Training ICCV 2019
Meta-Learning Representations for Continual Learning NIPS 2019
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification IJCNLP 2019