2024 "one-shot learning" Papers

4 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

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Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection

Abhinab Acharya, Dayou Yu, Qi Yu et al.

ICML 2024poster

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
74
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-Shot Strategic Classification Under Unknown Costs

Elan Rosenfeld, Nir Rosenfeld

ICML 2024poster