Few-Shot Learning

Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations CoRL 2022 Feature-Proxy Transformer for Few-Shot Segmentation NeurIPS 2022 FedProto: Federated Prototype Learning across Heterogeneous Clients AAAI 2022 FeLMi : Few shot Learning with hard Mixup NeurIPS 2022 FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue EMNLP 2022 Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022 Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts EMNLP 2022 Few-Shot Audio-Visual Learning of Environment Acoustics NeurIPS 2022 Few-Shot Continual Active Learning by a Robot NeurIPS 2022 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