Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object Detection

NeurIPSSpotlight2025

Authors
Yu Guo, Shengfeng He, Yuxu Lu, Haonan An, Yihang Tao, Huilin Zhu, Jingxian Liu, Yuguang Fang
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Maritime object detection is essential for navigation safety, surveillance, and autonomous operations, yet constrained by two key challenges: the scarcity of annotated maritime data and poor generaliz…

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Topics

object detection safety

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