conftrace_

prototypical network

112 papers

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Also known as

PROTONET PN

Co-occurring keywords

few-shot learning (3398) metric learning (1190) named entity recognition (2813) text classification (6793) contrastive learning (4032) representation learning (6206) attention mechanism (4001) relation classification (180) intent classification (372) intent detection (190)

Papers

Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes AAAI 2023
Few-Shot Medical Image Segmentation With Cycle-Resemblance Attention WACV 2023
Prototypical Residual Networks for Anomaly Detection and Localization CVPR 2023
Causal Intervention-based Few-Shot Named Entity Recognition EMNLP 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition EMNLP 2023
Density-Aware Prototypical Network for Few-Shot Relation Classification EMNLP 2023
ICA-Proto: Iterative Cross Alignment Prototypical Network for Incremental Few-Shot Relation Classification EACL 2023
Compositional Prototypical Networks for Few-Shot Classification AAAI 2023
Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning ACML 2023
Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion NIPS 2023
Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection ACL 2023
HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023
Revisiting Prototypical Network for Cross Domain Few-Shot Learning CVPR 2023
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection EMNLP 2023
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning NIPS 2023
On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning NAACL 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting INTERSPEECH 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes COLING 2022
Attentional Meta-learners for Few-shot Polythetic Classification ICML 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022
Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection IJCAI 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022