conftrace_
← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Few-Shot Learning

2,562 papers

Papers per year

3
167
401
'15
'20
'25

Papers

Online Prototype Alignment for Few-shot Policy Transfer ICML 2023
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling ICML 2023
Clustered-patch Element Connection for Few-shot Learning IJCAI 2023
WBFlow: Few-shot White Balance for sRGB Images via Reversible Neural Flows IJCAI 2023
Learning Prototype Classifiers for Long-Tailed Recognition IJCAI 2023
Few-shot Classification via Ensemble Learning with Multi-Order Statistics IJCAI 2023
FGNet: Towards Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation IJCAI 2023
SAT-Based PAC Learning of Description Logic Concepts IJCAI 2023
Learning to Learn from Corrupted Data for Few-Shot Learning IJCAI 2023
On Conditional and Compositional Language Model Differentiable Prompting IJCAI 2023
Graph Sampling-based Meta-Learning for Molecular Property Prediction IJCAI 2023
Genetic Prompt Search via Exploiting Language Model Probabilities IJCAI 2023
NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments IJCAI 2023
Object Detection in Real Open Environment IJCAI 2023
Adapting Language-Audio Models as Few-Shot Audio Learners INTERSPEECH 2023
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes INTERSPEECH 2023
Transductive Feature Space Regularization for Few-shot Bioacoustic Event Detection INTERSPEECH 2023
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model INTERSPEECH 2023
Enhancing New Intent Discovery via Robust Neighbor-based Contrastive Learning INTERSPEECH 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding INTERSPEECH 2023
Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics INTERSPEECH 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data INTERSPEECH 2023
Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems INTERSPEECH 2023
Cross-Lingual Features for Alzheimer’s Dementia Detection from Speech INTERSPEECH 2023
Pre-Finetuning for Few-Shot Emotional Speech Recognition INTERSPEECH 2023