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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

Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020
One-Shot Image Classification by Learning to Restore Prototypes AAAI 2020
One-Shot Learning for Long-Tail Visual Relation Detection AAAI 2020
One-Shot Adversarial Attacks on Visual Tracking With Dual Attention CVPR 2020
SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search IJCAI 2020
GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet CVPR 2020
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization CVPR 2020
VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net Architecture INTERSPEECH 2020
Audiovisual Correspondence Learning in Humans and Machines INTERSPEECH 2020
Unsupervised vs. Transfer Learning for Multimodal One-Shot Matching of Speech and Images INTERSPEECH 2020
Learning Adaptive Language Interfaces through Decomposition EMNLP 2020
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search NIPS 2020
Transformers for One-Shot Visual Imitation CORL 2020
Make One-Shot Video Object Segmentation Efficient Again NIPS 2020
Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation NIPS 2020
One-Shot Neural Architecture Search via Self-Evaluated Template Network ICCV 2019
Variational Prototyping-Encoder: One-Shot Learning With Prototypical Images CVPR 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search ICML 2019
Bidirectional One-Shot Unsupervised Domain Mapping ICCV 2019
Image Deformation Meta-Networks for One-Shot Learning CVPR 2019
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation CVPR 2019
Learning Relational Representations by Analogy using Hierarchical Siamese Networks NAACL 2019
One-Shot Texture Retrieval with Global Context Metric IJCAI 2019
One-Shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization INTERSPEECH 2019
Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation AAAI 2019