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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

SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020
Multi-class Novelty Detection Using Mix-up Technique WACV 2020
ProtoAttend: Attention-Based Prototypical Learning JMLR 2020
Laplacian Regularized Few-Shot Learning ICML 2020
Coresets for Archetypal Analysis NIPS 2019
This Looks Like That: Deep Learning for Interpretable Image Recognition NIPS 2019
Multi-Prototype Networks for Unconstrained Set-based Face Recognition IJCAI 2019
Gaussian Affinity for Max-Margin Class Imbalanced Learning ICCV 2019
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules MLHC 2019
Cross Attention Network for Few-shot Classification NIPS 2019
Infinite Mixture Prototypes for Few-shot Learning ICML 2019
Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph IJCAI 2019
Unsupervised Domain Adaptation With Similarity Learning CVPR 2018
Deep Discrete Prototype Multilabel Learning IJCAI 2018
Robust Classification With Convolutional Prototype Learning CVPR 2018
Finding Prototypes of Answers for Improving Answer Sentence Selection IJCAI 2017
Fast Classification with Binary Prototypes AISTATS 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017
Examples are not enough, learn to criticize! Criticism for Interpretability NIPS 2016
Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015
The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification NIPS 2014
Ensemble Projection for Semi-supervised Image Classification ICCV 2013
k-Prototype Learning for 3D Rigid Structures NIPS 2013
Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers ICCV 2013
Optimizing 1-Nearest Prototype Classifiers CVPR 2013