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

Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025

Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection CVPR 2025

Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation ICCV 2025

Few-Shot Pattern Detection via Template Matching and Regression ICCV 2025

Towards Robust Incremental Learning Under Ambiguous Supervision IJCAI 2025

Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models NAACL 2025

CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning AAAI 2025

Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer AAAI 2025

Comprehensive Multi-Modal Prototypes Are Simple and Effective Classifiers for Vast-Vocabulary Object Detection AAAI 2025

Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025

Prototypical Calibrating Ambiguous Samples for Micro-Action Recognition AAAI 2025

Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025

Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025

Prototype-guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-identification IJCAI 2025

Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling IJCAI 2025

Federated Incremental Named Entity Recognition COLING 2025

Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization CVPR 2025

Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs COLING 2025

Synchronization of Multiple Videos ICCV 2025

PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025

Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025

Dynamic-prototype Contrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection COLING 2025

FedPall: Prototype-based Adversarial and Collaborative Learning for Federated Learning with Feature Drift ICCV 2025

Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025

TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025