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

Lifelong Language Pretraining with Distribution-Specialized Experts ICML 2023

Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation ICML 2023

GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency ICML 2023

Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning ICML 2023

Adaptive Compositional Continual Meta-Learning ICML 2023

Efficient Training of Language Models using Few-Shot Learning ICML 2023

A Closer Look at Few-shot Classification Again ICML 2023

Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language ICML 2023

MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks ICML 2023

Interval Bound Interpolation for Few-shot Learning with Few Tasks ICML 2023

IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach SEMEVAL 2023

JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification SEMEVAL 2023

Adapting Language-Audio Models as Few-Shot Audio Learners INTERSPEECH 2023

Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems INTERSPEECH 2023

Pre-Finetuning for Few-Shot Emotional Speech Recognition INTERSPEECH 2023

Few-shot Class-incremental Audio Classification Using Stochastic Classifier INTERSPEECH 2023

LightClone: Speaker-guided Parallel Subnet Selection for Few-shot Voice Cloning INTERSPEECH 2023

Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes INTERSPEECH 2023

APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection EMNLP 2023

2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023

GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023

Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023

FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces AAAI 2023

Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023

CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023