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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

MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation WACV 2022
FLUID: Few-Shot Self-Supervised Image Deraining WACV 2022
SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning WACV 2022
Detecting Tear Gas Canisters With Limited Training Data WACV 2022
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation WACV 2022
What Makes for Effective Few-Shot Point Cloud Classification? WACV 2022
Contextual Gradient Scaling for Few-Shot Learning WACV 2022
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation WACV 2022
Rethinking Video Anomaly Detection - A Continual Learning Approach WACV 2022
Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022
Few-Shot Open-Set Recognition of Hyperspectral Images With Outlier Calibration Network WACV 2022
Calibrating CNNs for Few-Shot Meta Learning WACV 2022
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing WACV 2022
Meta-Meta Classification for One-Shot Learning WACV 2022
Tensor Feature Hallucination for Few-Shot Learning WACV 2022
Ortho-Shot: Low Displacement Rank Regularization With Data Augmentation for Few-Shot Learning WACV 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022
Cross-lingual Few-Shot Learning on Unseen Languages AACL 2022
The Role of Deconfounding in Meta-learning ICML 2022
Inductive Relation Prediction by BERT AAAI 2022
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022
Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract) AAAI 2022
Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ICML 2022