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

Dataset Distillation via Vision-Language Category Prototype ICCV 2025

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

Multi-Modal Few-Shot Temporal Action Segmentation ICCV 2025

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

Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning ICCV 2025

ProtoDepth: Unsupervised Continual Depth Completion with Prototypes CVPR 2025

ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation AAAI 2025

Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection CVPR 2025

Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects using Prototypes WACV 2025

Learning Class Prototypes for Unified Sparse-Supervised 3D Object Detection CVPR 2025

HierPrompt: Zero-Shot Hierarchical Text Classification with LLM-Enhanced Prototypes EMNLP 2025

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

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

Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition CVPR 2025

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

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

Interactive Medical Image Analysis with Concept-based Similarity Reasoning CVPR 2025

Self-Reinforcing Prototype Evolution with Dual-Knowledge Cooperation for Semi-Supervised Lifelong Person Re-Identification ICCV 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

Synchronization of Multiple Videos ICCV 2025

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

DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025

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

CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation CVPR 2025