prototypical network

Multi-Label Few-Shot Learning for Aspect Category Detection ACL 2021 Multimodal Prototypical Networks for Few-Shot Learning WACV 2021 On Episodes, Prototypical Networks, and Few-Shot Learning NeurIPS 2021 On the cross-lingual transferability of multilingual prototypical models across NLU tasks ACL 2021 PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ACL 2021 ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection EMNLP 2021 Prototypical Representation Learning for Relation Extraction ICLR 2021 Recurrent Mask Refinement for Few-Shot Medical Image Segmentation ICCV 2021 Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021 Semantic Transportation Prototypical Network for Few-Shot Intent Detection Interspeech 2021 Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification ACL 2021 Towards robust episodic meta-learning UAI 2021 A Theoretical Analysis of the Number of Shots in Few-Shot Learning ICLR 2020 A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification COLING 2020 Few-shot Text Classification with Distributional Signatures ICLR 2020 Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network COLING 2020 Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020 Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020 Meta-Information Guided Meta-Learning for Few-Shot Relation Classification COLING 2020 Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs Interspeech 2020 Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption Interspeech 2020 Relational Prototypical Network for Weakly Supervised Temporal Action Localization AAAI 2020 SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020 TapNet: Multivariate Time Series Classification with Attentional Prototypical Network AAAI 2020 Variational Metric Scaling for Metric-Based Meta-Learning AAAI 2020