"one-shot learning" Papers
11 papers found
Conference
FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
Haokun Chen, Hang Li, Yao Zhang et al.
CVPR 2025arXiv:2410.04810
15
citations
One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Iterative Prompt Evolution
Xinyu Mao, Xiaohan Xing, Fei MENG et al.
ICCV 2025arXiv:2507.16337
2
citations
One-Shot Knowledge Transfer for Scalable Person Re-Identification
Longhua Li, Lei Qi, Xin Geng
ICCV 2025arXiv:2511.06016
1
citations
PVChat: Personalized Video Chat with One-Shot Learning
YUFEI SHI, Weilong Yan, Gang Xu et al.
ICCV 2025arXiv:2503.17069
3
citations
Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection
Abhinab Acharya, Dayou Yu, Qi Yu et al.
ICML 2024
FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning
Zhenhua Yang, Dezhi Peng, Yuxin Kong et al.
AAAI 2024paperarXiv:2312.12142
75
citations
Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis
James Kirk, Robert Wray, Peter Lindes et al.
AAAI 2024paperarXiv:2306.06770
7
citations
One-Prompt to Segment All Medical Images
Wu, Min Xu
CVPR 2024arXiv:2305.10300
47
citations
One-Shot Strategic Classification Under Unknown Costs
Elan Rosenfeld, Nir Rosenfeld
ICML 2024arXiv:2311.02761
10
citations
Portrait4D: Learning One-Shot 4D Head Avatar Synthesis using Synthetic Data
Yu Deng, Duomin Wang, Xiaohang Ren et al.
CVPR 2024arXiv:2311.18729
39
citations
VOODOO 3D: Volumetric Portrait Disentanglement For One-Shot 3D Head Reenactment
Phong Tran, Egor Zakharov, Long Nhat Ho et al.
CVPR 2024arXiv:2312.04651
32
citations