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

Domain Adaptive Few-Shot Open-Set Learning ICCV 2023

Few-Shot Dataset Distillation via Translative Pre-Training ICCV 2023

Few-Shot Physically-Aware Articulated Mesh Generation via Hierarchical Deformation ICCV 2023

Black Box Few-Shot Adaptation for Vision-Language Models ICCV 2023

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023

Few-shot Continual Infomax Learning ICCV 2023

Extensible and Efficient Proxy for Neural Architecture Search ICCV 2023

Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory ICCV 2023

DETA: Denoised Task Adaptation for Few-Shot Learning ICCV 2023

Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples ICCV 2023

Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm ICCV 2023

E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning ICCV 2023

Prompt-aligned Gradient for Prompt Tuning ICCV 2023

Frequency Guidance Matters in Few-Shot Learning ICCV 2023

SuS-X: Training-Free Name-Only Transfer of Vision-Language Models ICCV 2023

Smoothness Similarity Regularization for Few-Shot GAN Adaptation ICCV 2023

Few Shot Font Generation Via Transferring Similarity Guided Global Style and Quantization Local Style ICCV 2023

Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation INTERSPEECH 2023

Visually grounded few-shot word acquisition with fewer shots INTERSPEECH 2023

Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model INTERSPEECH 2023

Cross-Lingual Features for Alzheimer’s Dementia Detection from Speech INTERSPEECH 2023

Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning INTERSPEECH 2023

Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023

Compositional Prototypical Networks for Few-Shot Classification AAAI 2023

Evidential Conditional Neural Processes AAAI 2023