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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

Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval AAAI 2025
Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025
Differentially Private Prototypes for Imbalanced Transfer Learning AAAI 2025
ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification ACL 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings AAAI 2025
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection CVPR 2025
Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025
PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025
Interactive Medical Image Analysis with Concept-based Similarity Reasoning CVPR 2025
Learning Class Prototypes for Unified Sparse-Supervised 3D Object Detection CVPR 2025
Dynamic-prototype Contrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection COLING 2025
Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification EMNLP 2025
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model CVPR 2025
Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025
TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025
Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025
Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval ICCV 2025
Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025
Single Domain Generalization for Few-Shot Counting via Universal Representation Matching CVPR 2025
Synchronization of Multiple Videos ICCV 2025
Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning ICCV 2025
Graph Anomaly Detection via Prototype-Aware Label Propagation (Student Abstract) AAAI 2024
Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation AAAI 2024
Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods AISTATS 2024
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024