prototype network

PINet: Improving the Stability of Prototype Networks via Phantasia-Inspired Uncertain Representations AAAI 2026 A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025 Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin WACV 2024 Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ACL 2024 LPNER: Label Prompt for Few-shot Nested Named Entity Recognition ACML 2024 Robust Text Classification: Analyzing Prototype-Based Networks EMNLP 2024 SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024 Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection AAAI 2024 Concept-level Debugging of Part-Prototype Networks ICLR 2023 Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks ICCV 2023 Few-Shot Medical Image Segmentation With Cycle-Resemblance Attention WACV 2023 MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging MIDL 2023 Rethinking Safe Semi-supervised Learning: Transferring the Open-set Problem to A Close-set One ICCV 2023 Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes ICLR 2023 A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022 Few-shot Learning via Dirichlet Tessellation Ensemble ICLR 2022 Hybrid Graph Neural Networks for Few-Shot Learning AAAI 2022 ProtoTEx: Explaining Model Decisions with Prototype Tensors ACL 2022 Dual Progressive Prototype Network for Generalized Zero-Shot Learning NeurIPS 2021 Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation NeurIPS 2021 Temporal Relation based Attentive Prototype Network for Few-shot Action Recognition ACML 2021 Attribute Prototype Network for Zero-Shot Learning NeurIPS 2020 Variational Metric Scaling for Metric-Based Meta-Learning AAAI 2020 Hyperspherical Prototype Networks NeurIPS 2019