prototype-based learning

From Blind Transfer to Wise Selection: Prototype-Driven Neighbor-Domain Adaptation for Fake News Detection AAAI 2026 Prototype-Driven Active Domain Adaptation with Density Consideration AAAI 2026 A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025 CountXplain: Interpretable Cell Counting with Prototype-Based Density Map Estimation MIDL 2025 Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning ICLR 2025 FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning AAAI 2025 Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025 Universal Domain Adaptation for Semantic Segmentation CVPR 2025 A Self-explaining Neural Architecture for Generalizable Concept Learning IJCAI 2024 Enhancing Dual-Target Cross-Domain Recommendation with Federated Privacy-Preserving Learning IJCAI 2024 FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning AAAI 2024 Learning Multi-Faceted Prototypical User Interests ICLR 2024 PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation CVPR 2024 Few-shot Event Detection: An Empirical Study and a Unified View ACL 2023 This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations NeurIPS 2023 Few-Shot Learning With Noisy Labels CVPR 2022 MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation WACV 2022