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

DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023

Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023

MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition CVPR 2023

Inferring and Leveraging Parts From Object Shape for Improving Semantic Image Synthesis CVPR 2023

Supervised Masked Knowledge Distillation for Few-Shot Transformers CVPR 2023

Few-Shot Semantic Image Synthesis With Class Affinity Transfer CVPR 2023

NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging CVPR 2023

ViewNet: A Novel Projection-Based Backbone With View Pooling for Few-Shot Point Cloud Classification CVPR 2023

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