prototype learning

Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval ICCV 2025 Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models NAACL 2025 Prototypical Calibrating Ambiguous Samples for Micro-Action Recognition AAAI 2025 Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025 Provably Improving Generalization of Few-shot models with Synthetic Data ICML 2025 Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025 Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition CVPR 2025 Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification EMNLP 2025 Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025 Self-Reinforcing Prototype Evolution with Dual-Knowledge Cooperation for Semi-Supervised Lifelong Person Re-Identification ICCV 2025 Single Domain Generalization for Few-Shot Counting via Universal Representation Matching CVPR 2025 Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025 Synchronization of Multiple Videos ICCV 2025 THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings AAAI 2025 TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025 Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025 Towards Robust Incremental Learning Under Ambiguous Supervision IJCAI 2025 Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025 UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025 Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection CVPR 2025 Universal Domain Adaptation for Semantic Segmentation CVPR 2025 Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025 A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024 Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement AAAI 2024 Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification AISTATS 2024