Few-Shot Learning

Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks EMNLP 2021 Few-shot Font Generation with Localized Style Representations and Factorization AAAI 2021 Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling CVPR 2021 Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier ICCV 2021 Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021 Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021 Few-Shot Keyword Spotting in Any Language Interspeech 2021 Few-shot Language Coordination by Modeling Theory of Mind ICML 2021 Few-shot Learning for Multi-label Intent Detection AAAI 2021 Few-shot Learning for Slot Tagging with Attentive Relational Network EACL 2021 Few-shot learning through contextual data augmentation EACL 2021 Few-Shot Learning via Feature Hallucination With Variational Inference WACV 2021 Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021 Few-shot Neural Human Performance Rendering from Sparse RGBD Videos IJCAI 2021 Few-Shot Novel Concept Learning for Semantic Parsing EMNLP 2021 Few-Shot Object Detection via Classification Refinement and Distractor Retreatment CVPR 2021 Few-Shot One-Class Classification via Meta-Learning AAAI 2021 Few-Shot Open-Set Recognition by Transformation Consistency CVPR 2021 Few-Shot Partial-Label Learning IJCAI 2021 FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models EMNLP 2021 Few-Shot Segmentation via Cycle-Consistent Transformer NeurIPS 2021 Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021 Few-Shot Semantic Parsing for New Predicates EACL 2021 Few-Shot Transformation of Common Actions Into Time and Space CVPR 2021 Few-Shot Visual Relationship Co-Localization ICCV 2021