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Author

Haoyang Chen

2 papers indexed here

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Preprint Aug 2026

Ultra: Unsupervised Cross-Task Optimization for Reliable Restoration Segmentation Collaboration under Adverse Weather

This work proposes a novel Unsupervised Restoration-Segmentation Collaborative Learning Framework (Ultra), which reframes cross-task interaction as direction selection under uncertainty and causal effect estimation, enabling reliable collaboration through candidate direction generation and intervention-based filtering.

Shiqin Wang, Zhiqi Li, Haoyuan Du et al. · 0 citations
Preprint Aug 2026

RSVideo: Are Your Vision-Language Models Ready for Remote Sensing Videos?

RSVideo, a reinforcement learning framework for small-target spatiotemporal focusing that selects question-relevant regions across frames and suppresses redundant background tokens is proposed, a reinforcement learning framework for small-target spatiotemporal focusing that selects question-relevant regions across fram...

Hong-Jie Zhou, Shiqin Wang, Haoyang Chen et al. · 1 citation

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