few-shot learning

PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations WACV 2022 Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation WACV 2022 PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022 PointCLIP: Point Cloud Understanding by CLIP CVPR 2022 POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection NAACL 2022 Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer NAACL 2022 Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction AAAI 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022 PPT: Pre-trained Prompt Tuning for Few-shot Learning ACL 2022 Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022 Pre-training to Match for Unified Low-shot Relation Extraction ACL 2022 PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022 PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks EMNLP 2022 Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022 Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition EMNLP 2022 Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022 Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022 Prompt Distribution Learning CVPR 2022 Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction ACL 2022 Prompt-free and Efficient Few-shot Learning with Language Models ACL 2022 PromptGen: Automatically Generate Prompts using Generative Models NAACL 2022 Prompting Decision Transformer for Few-Shot Policy Generalization ICML 2022 Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP 2022 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022 Prompt-learning for Fine-grained Entity Typing EMNLP 2022