Jessica K. Hodgins

Carnegie Mellon Univ. (United States)

CMU Machine Learning

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Research focus

Computer Vision (1)Data Curation & Synthetic Data (1)Multimodal Models (1)

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Zheyang Qin (1)Stanislav Panev (1)Celso de Melo (1)Shayok Chakraborty (1)

Papers (1)

May 29, 2025

CMU MLMay 29, 2025·also Florida State

Leveraging generative AI for cross-regional small object detection in satellite imagery

Synthetic data generated by fine-tuning Stable Diffusion on multi-region satellite imagery boosts small object detection accuracy by 20%, even when real labeled data is scarce.

Zheyang Qin, Stanislav Panev, Celso de Melo +3

Computer Vision Data Curation & Synthetic Data Multimodal Models

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Jessica K. Hodgins

Research focus

Frequent co-authors

Papers (1)