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one-shot learning

233 papers

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Also known as

OSHP OSUDA

Co-occurring keywords

few-shot learning (3390) neural architecture search (665) domain adaptation (4578) metric learning (1189) representation learning (6174) semantic segmentation (3179) federated learning (1320) voice conversion (259) large language model (12755) zero-shot learning (3637)

Papers

Few-shot Generative Modelling with Generative Matching Networks AISTATS 2018
One-Shot Relational Learning for Knowledge Graphs EMNLP 2018
One-Shot Action Localization by Learning Sequence Matching Network CVPR 2018
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR 2018
Attentive Recurrent Comparators ICML 2017
Distributional Modeling on a Diet: One-shot Word Learning from Text Only IJCNLP 2017
One-Shot Metric Learning for Person Re-Identification CVPR 2017
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ACL 2017
One-Shot Imitation Learning NIPS 2017
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study ICML 2017
Max-Margin Invariant Features from Transformed Unlabelled Data NIPS 2017
One-Shot Video Object Segmentation CVPR 2017
Multi-Attention Network for One Shot Learning CVPR 2017
AGA: Attribute-Guided Augmentation CVPR 2017
Fine-Grained Recognition of Thousands of Object Categories With Single-Example Training CVPR 2017
One-Shot Visual Imitation Learning via Meta-Learning CORL 2017
Latent Attention For If-Then Program Synthesis NIPS 2016
Learning feed-forward one-shot learners NIPS 2016
Matching Networks for One Shot Learning NIPS 2016
Meta-Learning with Memory-Augmented Neural Networks ICML 2016
One-Shot Learning of Scene Locations via Feature Trajectory Transfer CVPR 2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes NIPS 2016
One Shot Learning via Compositions of Meaningful Patches ICCV 2015
Attributes and Categories for Generic Instance Search From One Example CVPR 2015
Multi-layered Gesture Recognition with Kinect JMLR 2015