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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

NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling INTERSPEECH 2022
Diversity vs. Recognizability: Human-like generalization in one-shot generative models NIPS 2022
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022
Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion INTERSPEECH 2022
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition WACV 2022
Meta-Meta Classification for One-Shot Learning WACV 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning INTERSPEECH 2022
NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection SEMEVAL 2022
GreedyNASv2: Greedier Search With a Greedy Path Filter CVPR 2022
Human-to-Robot Imitation in the Wild RSS 2022
Distribution Consistent Neural Architecture Search CVPR 2022
BayesPCN: A Continually Learnable Predictive Coding Associative Memory NIPS 2022
One-Shot Transfer of Affordance Regions? AffCorrs! CORL 2022
OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training NIPS 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet CVPR 2022
Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks NIPS 2022
Meta-Reinforcement Learning with Self-Modifying Networks NIPS 2022
OnePose++: Keypoint-Free One-Shot Object Pose Estimation without CAD Models NIPS 2022
Look Closer To Supervise Better: One-Shot Font Generation via Component-Based Discriminator CVPR 2022
One-shot Neural Backdoor Erasing via Adversarial Weight Masking NIPS 2022
DENSE: Data-Free One-Shot Federated Learning NIPS 2022
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation AAAI 2022
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding ACL 2022
CISLR: Corpus for Indian Sign Language Recognition EMNLP 2022
Emotion-Controllable Generalized Talking Face Generation IJCAI 2022