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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

RVOS: End-To-End Recurrent Network for Video Object Segmentation CVPR 2019
Cross-lingual NIL Entity Clustering for Low-resource Languages NAACL 2019
Order Optimal One-Shot Distributed Learning NIPS 2019
One-Shot Voice Conversion with Disentangled Representations by Leveraging Phonetic Posteriorgrams INTERSPEECH 2019
Look-up and Adapt: A One-shot Semantic Parser EMNLP 2019
Metalearned Neural Memory NIPS 2019
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search ICML 2019
Compositional Plan Vectors NIPS 2019
Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation ICCV 2019
Meta-Learning Neural Bloom Filters ICML 2019
BAE-NET: Branched Autoencoder for Shape Co-Segmentation ICCV 2019
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR 2018
Memory Matching Networks for One-Shot Image Recognition CVPR 2018
Investigation of Using Disentangled and Interpretable Representations for One-shot Cross-lingual Voice Conversion INTERSPEECH 2018
Learning to Write Stylized Chinese Characters by Reading a Handful of Examples IJCAI 2018
One-Shot Unsupervised Cross Domain Translation NIPS 2018
Recursive Spoken Instruction-Based One-Shot Object and Action Learning IJCAI 2018
Understanding and Simplifying One-Shot Architecture Search ICML 2018
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game ACL 2018
Structured Set Matching Networks for One-Shot Part Labeling CVPR 2018
Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters IJCAI 2018
One-Shot Segmentation in Clutter ICML 2018
Trading robust representations for sample complexity through self-supervised visual experience NIPS 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition NIPS 2018
An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018