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

Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models WACV 2025

OneGT: One-Shot Geometry-Texture Neural Rendering for Head Avatars ICCV 2025

RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process NAACL 2025

ProAPO: Progressively Automatic Prompt Optimization for Visual Classification CVPR 2025

One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Iterative Prompt Evolution ICCV 2025

MobilePortrait: Real-Time One-Shot Neural Head Avatars on Mobile Devices CVPR 2025

StyO: Stylize Your Face in Only One-Shot AAAI 2025

You Only Teach Once: Learn One-Shot Bimanual Robotic Manipulation from Video Demonstrations RSS 2025

PVChat: Personalized Video Chat with One-Shot Learning ICCV 2025

Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation CVPR 2025

One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency CVPR 2025

PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling ACL 2025

Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation RSS 2025

One-shot Federated Learning Methods: A Practical Guide IJCAI 2025

OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025

Capture Global Feature Statistics for One-Shot Federated Learning AAAI 2025

FedFisher: Leveraging Fisher Information for One-Shot Federated Learning AISTATS 2024

One-Shot Learning as Instruction Data Prospector for Large Language Models ACL 2024

Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer AAAI 2024

A One-Shot Learning Approach To Document Layout Segmentation of Ancient Arabic Manuscripts WACV 2024

One-Shot Structure-Aware Stylized Image Synthesis CVPR 2024

Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation CVPR 2024

OHTA: One-shot Hand Avatar via Data-driven Implicit Priors CVPR 2024

Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations NAACL 2024

Revisiting Ensembling in One-Shot Federated Learning NIPS 2024