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

Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval AAAI 2026

AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026

FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection WACV 2026

ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability WACV 2026

PEOCH: Online Cross-Modal Hashing with Semi-Supervised Streaming Data Driving Prototype Evolution AAAI 2026

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

FedCPD:Personalized Federated Learning with Prototype-Enhanced Representation and Memory Distillation IJCAI 2025

Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025

THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings AAAI 2025

Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025

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

Synchronization of Multiple Videos ICCV 2025

Leveraging Peer-Informed Label Consistency for Robust Graph Neural Networks with Noisy Labels IJCAI 2025

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

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

Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning ICCV 2025

Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025

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

Endogenous Recovery via Within-modality Prototypes for Incomplete Multimodal Hashing IJCAI 2025

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

Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model CVPR 2025

Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025

A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025

Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025

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