prototypical network

Bridging the Faithfulness Gap in Prototypical Models NAACL 2025 Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews IJCNLP 2025 Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection ACL 2025 Elemental Composite Prototypical Network: Few-Shot Object Detection on Outdoor 3D Point Cloud Scenes WACV 2025 Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction NAACL 2025 GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025 Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation CVPR 2025 Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks AAAI 2025 Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models Interspeech 2025 What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits ICLR 2025 An Effective Local Prototypical Mapping Network for Speech Emotion Recognition Interspeech 2024 A Novel Three-stage Framework for Few-shot Named Entity Recognition COLING 2024 A Streamlined Span-based Factorization Method for Few Shot Named Entity Recognition COLING 2024 “Define Your Terms” : Enhancing Efficient Offensive Speech Classification with Definition EACL 2024 DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition Interspeech 2024 Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024 Few-Shot Event Argument Extraction Based on a Meta-Learning Approach NAACL 2024 Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin WACV 2024 Improving Noise Robustness in Self-supervised Pre-trained Model for Speaker Verification Interspeech 2024 KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning COLING 2024 Learning Contextualized Box Embeddings with Prototypical Networks ACL 2024 Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024 Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation COLING 2024 Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation WACV 2024 Prototypical Reward Network for Data-Efficient RLHF ACL 2024