conftrace_

few-shot learning

3390 papers

Explore in graph

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

Few-Shot Geometry-Aware Keypoint Localization CVPR 2023

Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation CVPR 2023

Learning Expressive Prompting With Residuals for Vision Transformers CVPR 2023

ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification CVPR 2023

3D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels CVPR 2023

BlendFields: Few-Shot Example-Driven Facial Modeling CVPR 2023

Neural Transformation Fields for Arbitrary-Styled Font Generation CVPR 2023

Use Your Head: Improving Long-Tail Video Recognition CVPR 2023

Architecture, Dataset and Model-Scale Agnostic Data-Free Meta-Learning CVPR 2023

MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding CVPR 2023

Learning With Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning CVPR 2023

Practical Network Acceleration With Tiny Sets CVPR 2023

Polarity Is All You Need to Learn and Transfer Faster ICML 2023

MEWL: Few-shot multimodal word learning with referential uncertainty ICML 2023

Online Prototype Alignment for Few-shot Policy Transfer ICML 2023

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling ICML 2023

The Unreasonable Effectiveness of Few-shot Learning for Machine Translation ICML 2023

PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023

Task-Specific Skill Localization in Fine-tuned Language Models ICML 2023

Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023

Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023

Improving the Generalizability of Collaborative Dialogue Analysis With Multi-Feature Embeddings EACL 2023

PaLM: Scaling Language Modeling with Pathways JMLR 2023

Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023

Few-Shot Medical Image Segmentation With Cycle-Resemblance Attention WACV 2023