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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

DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations AAAI 2021
One-Shot Affordance Detection IJCAI 2021
Prioritized Architecture Sampling With Monto-Carlo Tree Search CVPR 2021
Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation AAAI 2021
Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective AAAI 2021
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021
VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion INTERSPEECH 2021
One-Shot Federated Learning: Theoretical Limits and Algorithms to Achieve Them JMLR 2021
Progressive One-shot Human Parsing AAAI 2021
Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator CVPR 2021
Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar ICCV 2021
What transfers in morphological inflection? Experiments with analogical models IJCNLP 2021
ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot ICCV 2021
One-shot Graph Neural Architecture Search with Dynamic Search Space AAAI 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021
Practical One-Shot Federated Learning for Cross-Silo Setting IJCAI 2021
Multi-accent Speech Separation with One Shot Learning ACL 2021
LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation CVPR 2020
ROSS: Robust Learning of One-shot 3D Shape Segmentation WACV 2020
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming COLING 2020
Tracking by Instance Detection: A Meta-Learning Approach CVPR 2020
One-Shot Domain Adaptation for Face Generation CVPR 2020
One-Shot Neural Architecture Search via Novelty Driven Sampling IJCAI 2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020
Bi-Level Speaker Supervision for One-Shot Speech Synthesis INTERSPEECH 2020