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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

PRIOR: Prototype Representation Joint Learning from Medical Images and Reports ICCV 2023
Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-Localization ICCV 2023
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation ICCV 2023
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery ICCV 2023
Prototype-based Dataset Comparison ICCV 2023
ProtoryNet - Interpretable Text Classification Via Prototype Trajectories JMLR 2023
Online Prototype Alignment for Few-shot Policy Transfer ICML 2023
Sign Language Translation with Iterative Prototype ICCV 2023
ICICLE: Interpretable Class Incremental Continual Learning ICCV 2023
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NIPS 2022
Learning Prototype via Placeholder for Zero-shot Recognition IJCAI 2022
Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning IJCAI 2022
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation IJCAI 2022
Prototype-Anchored Learning for Learning with Imperfect Annotations ICML 2022
Dependency-aware Prototype Learning for Few-shot Relation Classification COLING 2022
MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification NAACL 2022
FedProto: Federated Prototype Learning across Heterogeneous Clients AAAI 2022
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022
ProtGNN: Towards Self-Explaining Graph Neural Networks AAAI 2022
Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022
HCSC: Hierarchical Contrastive Selective Coding CVPR 2022
A Style-Aware Discriminator for Controllable Image Translation CVPR 2022
Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022
Generalized Few-Shot Semantic Segmentation CVPR 2022