conftrace_

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

UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023

Deeply Coupled Cross-Modal Prompt Learning ACL 2023

Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023

Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction ACL 2023

SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023

PLEX: Making the Most of the Available Data for Robotic Manipulation Pretraining CORL 2023

Learning Customized Visual Models With Retrieval-Augmented Knowledge CVPR 2023

Meta-Learning With a Geometry-Adaptive Preconditioner CVPR 2023

Glocal Energy-Based Learning for Few-Shot Open-Set Recognition CVPR 2023

Few-Shot Referring Relationships in Videos CVPR 2023

Open-Set Likelihood Maximization for Few-Shot Learning CVPR 2023

SA6D: Self-Adaptive Few-Shot 6D Pose Estimator for Novel and Occluded Objects CORL 2023

MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation CVPR 2023

Autonomous Manipulation Learning for Similar Deformable Objects via Only One Demonstration CVPR 2023

Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023

CLAMP: Prompt-Based Contrastive Learning for Connecting Language and Animal Pose CVPR 2023

PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models CVPR 2023

Learning To Segment Every Referring Object Point by Point CVPR 2023

FreeNeRF: Improving Few-Shot Neural Rendering With Free Frequency Regularization CVPR 2023

LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models CVPR 2023

End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion EACL 2023

Improving and Simplifying Template-Based Named Entity Recognition EACL 2023

Large Language Models are few(1)-shot Table Reasoners EACL 2023

Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation ACL 2023

Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation ACL 2023