few-shot learning

Few-shot Table-to-text Generation with Prefix-Controlled Generator COLING 2022 Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline COLING 2022 Few-Shot Tabular Data Enrichment Using Fine-Tuned Transformer Architectures ACL 2022 Few-Shot Weakly-Supervised Object Detection via Directional Statistics WACV 2022 Finetuned Language Models are Zero-Shot Learners ICLR 2022 Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization NAACL 2022 Flamingo: a Visual Language Model for Few-Shot Learning NeurIPS 2022 FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning ACL 2022 FLUID: Few-Shot Self-Supervised Image Deraining WACV 2022 Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition EMNLP 2022 Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis AAAI 2022 Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022 FS6D: Few-Shot 6D Pose Estimation of Novel Objects CVPR 2022 Function-words Adaptively Enhanced Attention Networks for Few-Shot Inverse Relation Classification IJCAI 2022 GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022 Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems EMNLP 2022 Generalized Few-Shot Semantic Segmentation CVPR 2022 Generalizing Few-Shot NAS with Gradient Matching ICLR 2022 Generalizing to New Physical Systems via Context-Informed Dynamics Model ICML 2022 Generating Representative Samples for Few-Shot Classification CVPR 2022 Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering AAAI 2022 Generative Entity Typing with Curriculum Learning EMNLP 2022 Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning CVPR 2022 Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER ACL 2022 GPS: Genetic Prompt Search for Efficient Few-Shot Learning EMNLP 2022