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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

Autonomous Manipulation Learning for Similar Deformable Objects via Only One Demonstration CVPR 2023
Robust One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2 ICCV 2023
Adaptive Local-Component-Aware Graph Convolutional Network for One-Shot Skeleton-Based Action Recognition WACV 2023
CIRI: Curricular Inactivation for Residue-aware One-shot Video Inpainting ICCV 2023
One-Shot Synthesis of Images and Segmentation Masks WACV 2023
HyperReenact: One-Shot Reenactment via Jointly Learning to Refine and Retarget Faces ICCV 2023
Generalizable One-shot 3D Neural Head Avatar NIPS 2023
One-Shot Replay: Boosting Incremental Object Detection via Retrospecting One Object AAAI 2023
One-Shot and Few-Shot Exemplification Modeling EMNLP 2023
Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task IJCNLP 2023
Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation ICCV 2023
One-Shot Imitation Learning: A Pose Estimation Perspective CORL 2023
PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search ICML 2023
One-Shot Recognition of Any Material Anywhere Using Contrastive Learning with Physics-Based Rendering ICCV 2023
ShiftNAS: Improving One-shot NAS via Probability Shift ICCV 2023
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension AAAI 2023
Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization ICML 2023
OTAvatar: One-Shot Talking Face Avatar With Controllable Tri-Plane Rendering CVPR 2023
CEIL: Generalized Contextual Imitation Learning NIPS 2023
DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation ICCV 2023
Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task AACL 2023
StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles AAAI 2023
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text WACV 2023
Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation AAAI 2023