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prototype learning

436 papers

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Co-occurring keywords · papers mentioning both

few-shot learning (85) semantic segmentation (63) representation learning (55) contrastive learning (53) domain adaptation (40) continual learning (29) image classification (25) metric learning (24) knowledge distillation (21) graph neural network (21)

Papers

Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement AAAI 2024 OOD Aware Supervised Contrastive Learning WACV 2024 Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024 PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ACL 2024 PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding NeurIPS 2024 PEM: Prototype-based Efficient MaskFormer for Image Segmentation CVPR 2024 PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024 Pixel-Grounded Prototypical Part Networks WACV 2024 Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NeurIPS 2024 ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition IJCAI 2024 Prototype-based Prompt-Instance Interaction with Causal Intervention for Few-shot Event Detection COLING 2024 Prototype Learning for Explainable Brain Age Prediction WACV 2024 Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery NeurIPS 2024 Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction ICLR 2024 PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation CVPR 2024 Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery EMNLP 2024 PTaRL: Prototype-based Tabular Representation Learning via Space Calibration ICLR 2024 Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation AAAI 2024 Rethinking Few-shot 3D Point Cloud Semantic Segmentation CVPR 2024 Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024 ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024 Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NeurIPS 2024 Simple Semantic-Aided Few-Shot Learning CVPR 2024 SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024 SpeAr: A Spectral Approach for Zero-Shot Node Classification NeurIPS 2024