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prototype learning

404 papers

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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

Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification AISTATS 2021
Universal-Prototype Enhancing for Few-Shot Object Detection ICCV 2021
Learning Prototype Representations Across Few-Shot Tasks for Event Detection EMNLP 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ACL 2021
Variational Prototype Learning for Deep Face Recognition CVPR 2021
Single View Point Cloud Generation via Unified 3D Prototype AAAI 2021
Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021
Prototype-Guided Saliency Feature Learning for Person Search CVPR 2021
Few-Shot Semantic Segmentation With Cyclic Memory Network ICCV 2021
FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition ICCV 2021
Learning Meta-Class Memory for Few-Shot Semantic Segmentation ICCV 2021
Morphable Detector for Object Detection on Demand ICCV 2021
Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing CVPR 2021
RNNP: A Robust Few-Shot Learning Approach WACV 2021
Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation CVPR 2021
Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes WACV 2021
Few-Shot 3D Point Cloud Semantic Segmentation CVPR 2021
Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning CVPR 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation CVPR 2021
Learning Normal Dynamics in Videos With Meta Prototype Network CVPR 2021
Neural Prototype Trees for Interpretable Fine-Grained Image Recognition CVPR 2021
XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations CVPR 2021
Learning Sparse Prototypes for Text Generation NIPS 2020
Cross-Domain Detection via Graph-Induced Prototype Alignment CVPR 2020
Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning CVPR 2020