prototype learning

404 papers

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Also known as

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

PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification CVPR 2023

Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NIPS 2023

PMR: Prototypical Modal Rebalance for Multimodal Learning CVPR 2023

Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023

One-for-All: Proposal Masked Cross-Class Anomaly Detection AAAI 2023

Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification MIDL 2023

Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection WACV 2023

Learning Few-Shot Segmentation From Bounding Box Annotations WACV 2023

Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation WACV 2023

Prototype-oriented unsupervised anomaly detection for multivariate time series ICML 2023

Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning ICML 2023

Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval NIPS 2023

Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection NIPS 2023

Multi-level Graph Contrastive Prototypical Clustering IJCAI 2023

Rethinking Few-Shot Medical Segmentation: A Vector Quantization View CVPR 2023

MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation CVPR 2023

Multi-View Robust Graph Representation Learning for Graph Classification IJCAI 2023

This Reads Like That: Deep Learning for Interpretable Natural Language Processing EMNLP 2023

Open-world Semi-supervised Novel Class Discovery IJCAI 2023

Online Prototype Learning for Online Continual Learning ICCV 2023

RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction EMNLP 2023

PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction EMNLP 2023

MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition EMNLP 2023

HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning IJCAI 2023

ProtoTransfer: Cross-Modal Prototype Transfer for Point Cloud Segmentation ICCV 2023