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prototype learning

404 papers

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APL

Co-occurring keywords

few-shot learning (3390) semantic segmentation (3179) representation learning (6174) contrastive learning (3979) domain adaptation (4578) continual learning (1164) image classification (1943) metric learning (1189) graph neural network (3945) weakly supervised learning (1323)

Papers

ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model NIPS 2022
ProtoX: Explaining a Reinforcement Learning Agent via Prototyping NIPS 2022
Coded Residual Transform for Generalizable Deep Metric Learning NIPS 2022
A Unified Propagation Forest-based Framework for Fake News Detection COLING 2022
Example or Prototype? Learning Concept-Based Explanations in Time-Series ACML 2022
Few-Shot Open-Set Recognition by Transformation Consistency CVPR 2021
Progressive One-shot Human Parsing AAAI 2021
Domain Consensus Clustering for Universal Domain Adaptation CVPR 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation CVPR 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction IJCNLP 2021
Learning Relatedness between Types with Prototypes for Relation Extraction EACL 2021
Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval CVPR 2021
Prototype Completion With Primitive Knowledge for Few-Shot Learning CVPR 2021
Self-supervised Graph-level Representation Learning with Local and Global Structure ICML 2021
POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples NIPS 2021
Temporal-Relational CrossTransformers for Few-Shot Action Recognition CVPR 2021
Hyperbolic Busemann Learning with Ideal Prototypes NIPS 2021
Learning Discriminative Prototypes With Dynamic Time Warping CVPR 2021
Independent Prototype Propagation for Zero-Shot Compositionality NIPS 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation NIPS 2021
Unsupervised Model Adaptation for Continual Semantic Segmentation AAAI 2021
Exploring Emotional Prototypes in a High Dimensional TTS Latent Space INTERSPEECH 2021
Few-Shot Partial-Label Learning IJCAI 2021
Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021
Interactive Prototype Learning for Egocentric Action Recognition ICCV 2021