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prototype learning

404 papers

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Also known as

APL

Co-occurring keywords

few-shot learning (3390) semantic segmentation (3179) representation learning (6174) contrastive learning (3979) domain adaptation (4578) continual learning (1164) image classification (1943) metric learning (1189) graph neural network (3945) weakly supervised learning (1323)

Papers

Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models NIPS 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation CVPR 2024
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024
Prototype-based Prompt-Instance Interaction with Causal Intervention for Few-shot Event Detection COLING 2024
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification AISTATS 2024
Rethinking Few-shot 3D Point Cloud Semantic Segmentation CVPR 2024
Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor INTERSPEECH 2024
FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024
Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NIPS 2024
A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024
Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning WACV 2024
Multi-Source Domain Adaptation for Object Detection With Prototype-Based Mean Teacher WACV 2024
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ACL 2024
Attentive Prototypes for Source-Free Unsupervised Domain Adaptive 3D Object Detection WACV 2024
A Density-driven Iterative Prototype Optimization for Transductive Few-shot Learning IJCAI 2024
PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation CVPR 2024
Continual Atlas-Based Segmentation of Prostate MRI WACV 2024
Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024
Pixel-Grounded Prototypical Part Networks WACV 2024
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition IJCAI 2024
With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning IJCAI 2024
OOD Aware Supervised Contrastive Learning WACV 2024
An Efficient Prototype-Based Clustering Approach for Edge Pruning in Graph Neural Networks to Battle Over-Smoothing IJCAI 2024
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers NIPS 2024