conftrace_

few-shot learning

3398 papers

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Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (13587) zero-shot learning (3650) transfer learning (5449) in-context learning (1405) text classification (6793) domain adaptation (4595) prompt engineering (1135) representation learning (6206) language model (4599) contrastive learning (4032)

Papers

Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking EACL 2023

Distillation of encoder-decoder transformers for sequence labelling EACL 2023

WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition EACL 2023

Cross-Cultural Transfer Learning for Chinese Offensive Language Detection EACL 2023

ICA-Proto: Iterative Cross Alignment Prototypical Network for Incremental Few-Shot Relation Classification EACL 2023

Resources and Few-shot Learners for In-context Learning in Slavic Languages EACL 2023

Combining Parameter-efficient Modules for Task-level Generalisation EACL 2023

Few-Shot Structured Policy Learning for Multi-Domain and Multi-Task Dialogues EACL 2023

Meta-learning for Robust Anomaly Detection AISTATS 2023

Knowing What To Label for Few Shot Microscopy Image Cell Segmentation WACV 2023

HyperShot: Few-Shot Learning by Kernel HyperNetworks WACV 2023

Few-Shot Learning of Compact Models via Task-Specific Meta Distillation WACV 2023

Semantic Guided Latent Parts Embedding for Few-Shot Learning WACV 2023

Self-Attention Message Passing for Contrastive Few-Shot Learning WACV 2023

SSFE-Net: Self-Supervised Feature Enhancement for Ultra-Fine-Grained Few-Shot Class Incremental Learning WACV 2023

Aggregating Bilateral Attention for Few-Shot Instance Localization WACV 2023

Meta-OLE: Meta-Learned Orthogonal Low-Rank Embedding WACV 2023

Mobile Robot Manipulation Using Pure Object Detection WACV 2023

Few-Shot Object Detection via Improved Classification Features WACV 2023

Efficient Few-Shot Learning for Pixel-Precise Handwritten Document Layout Analysis WACV 2023

Learning Few-Shot Segmentation From Bounding Box Annotations WACV 2023

BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds WACV 2023

SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification ICML 2023

Compositional Exemplars for In-context Learning ICML 2023

Prompting Large Language Model for Machine Translation: A Case Study ICML 2023