prototypical learning

De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning AAAI 2026 ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability WACV 2026 Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data AAAI 2025 Elemental Composite Prototypical Network: Few-Shot Object Detection on Outdoor 3D Point Cloud Scenes WACV 2025 Out-of-Distribution Detection with Prototypical Outlier Proxy AAAI 2025 PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation CVPR 2025 ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering EMNLP 2025 Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025 HYPO: Hyperspherical Out-Of-Distribution Generalization ICLR 2024 Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text ACL 2024 Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents COLING 2024 Pantypes: Diverse Representatives for Self-Explainable Models AAAI 2024 Predefined Prototypes for Intra-Class Separation and Disentanglement Interspeech 2024 Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport AAAI 2024 Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains CVPR 2023 FGNet: Towards Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation IJCAI 2023 FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023 Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling AAAI 2023 Rethinking the Correlation in Few-Shot Segmentation: A Buoys View CVPR 2023 Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation NeurIPS 2023 Unified 3D Segmenter As Prototypical Classifiers NeurIPS 2023 Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023 Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism CVPR 2022 Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022 Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection NeurIPS 2022