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Few-Shot Learning

2558 directly classified papers

Papers per year

Papers

Feature-Proxy Transformer for Few-Shot Segmentation NIPS 2022
Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition NIPS 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
Few-Shot Object Detection by Attending to Per-Sample-Prototype WACV 2022
One-Shot Compositional Data Generation for Low Resource Handwritten Text Recognition WACV 2022
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models COLING 2022
Leveraging Non-dialogue Summaries for Dialogue Summarization COLING 2022
Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings COLING 2022
Visual Prompt Tuning for Few-Shot Text Classification COLING 2022
UECA-Prompt: Universal Prompt for Emotion Cause Analysis COLING 2022
TEAM UFAL @ CreativeSumm 2022: BART and SamSum based few-shot approach for creative Summarization COLING 2022
Rethinking Task Sampling for Few-shot Vision-Language Transfer Learning COLING 2022
Question Generation Based on Grammar Knowledge and Fine-grained Classification COLING 2022
AdBERT: An Effective Few Shot Learning Framework for Aligning Tweets to Superbowl Advertisements COLING 2022
Selective Token Generation for Few-shot Natural Language Generation COLING 2022
A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation NAACL 2022
LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners NAACL 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning NAACL 2022
Few-shot Learning for Sumerian Named Entity Recognition NAACL 2022
Zero-shot cross-lingual open domain question answering NAACL 2022