"synthetic data augmentation" Papers

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JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data

Runjian Chen, Wenqi Shao, Bo Zhang et al.

CVPR 2025arXiv:2503.08422
2
citations

Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification

Hsun-Yu Kuo, Yin-Hsiang Liao, Yu-Chieh Chao et al.

ICLR 2025arXiv:2410.21526
6
citations

Population Aware Diffusion for Time Series Generation

Yang Li, Han Meng, Zhenyu Bi et al.

AAAI 2025paperarXiv:2501.00910
6
citations

Spiral: Semantic-Aware Progressive LiDAR Scene Generation and Understanding

Dekai Zhu, Yixuan Hu, Youquan Liu et al.

NEURIPS 2025arXiv:2505.22643
5
citations

VLMaterial: Procedural Material Generation with Large Vision-Language Models

Beichen Li, Rundi Wu, Armando Solar-Lezama et al.

ICLR 2025arXiv:2501.18623
5
citations

From Fake to Real: Pretraining on Balanced Synthetic Images to Prevent Spurious Correlations in Image Recognition

Maan Qraitem, Kate Saenko, Bryan Plummer

ECCV 2024arXiv:2308.04553
7
citations

Real-Fake: Effective Training Data Synthesis Through Distribution Matching

Jianhao Yuan, Jie Zhang, Shuyang Sun et al.

ICLR 2024arXiv:2310.10402
45
citations