Few-Shot Learning

Low Resource Causal Event Detection from Biomedical Literature ACL 2022 Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022 Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation NeurIPS 2022 MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation WACV 2022 MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022 Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022 Memorisation versus Generalisation in Pre-trained Language Models ACL 2022 MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning IJCAI 2022 Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification NeurIPS 2022 Meta Discovery: Learning to Discover Novel Classes given Very Limited Data ICLR 2022 Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment AAAI 2022 MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022 Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ACL 2022 Meta-Learning for Multi-Label Few-Shot Classification WACV 2022 Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022 Meta-Meta Classification for One-Shot Learning WACV 2022 MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022 Meta Propagation Networks for Graph Few-shot Semi-supervised Learning AAAI 2022 Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks NeurIPS 2022 MiQA: A Benchmark for Inference on Metaphorical Questions AACL 2022 MIRA: Mental Imagery for Robotic Affordances CoRL 2022 Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022 MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NeurIPS 2022 Multidimensional Belief Quantification for Label-Efficient Meta-Learning CVPR 2022 Multilingual Social Media Text Generation and Evaluation with Few-Shot Prompting EMNLP 2022