Learning Paradigms

Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings ACL 2022 Few-Shot Cross-Lingual Learning for Event Detection EMNLP 2022 Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training AAAI 2022 Few Shot Cross-Lingual TTS Using Transferable Phoneme Embedding Interspeech 2022 Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning EMNLP 2022 Few-Shot Fast-Adaptive Anomaly Detection NeurIPS 2022 Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022 Few-Shot Head Swapping in the Wild CVPR 2022 Few-shot Image Generation via Adaptation-Aware Kernel Modulation NeurIPS 2022 Few-Shot Incremental Learning for Label-to-Image Translation CVPR 2022 Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022 Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion NeurIPS 2022 Few-shot Learning for Sumerian Named Entity Recognition NAACL 2022 Few-Shot Learning on Graphs IJCAI 2022 Few-shot Learning via Dirichlet Tessellation Ensemble ICLR 2022 Few-shot Learning with Multilingual Generative Language Models EMNLP 2022 Few-Shot Learning With Noisy Labels CVPR 2022 Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022 Few-Shot Learning with Siamese Networks and Label Tuning ACL 2022 Few-Shot Object Detection by Attending to Per-Sample-Prototype WACV 2022 Few-Shot Open-Set Recognition of Hyperspectral Images With Outlier Calibration Network WACV 2022 Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup EMNLP 2022 Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning NeurIPS 2022 Few-Shot Preference Learning for Human-in-the-Loop RL CoRL 2022 Few-shot Relational Reasoning via Connection Subgraph Pretraining NeurIPS 2022