Pretrained diffusion Transformers provide powerful generative priors for image restoration, yet adapting them to structure-sensitive tasks remains challenging. Existing methods mainly rely on dense low-resolution features as conditions, which often entangle salient objects with dominant backgrounds and provide limited...
Liu-Qiang Wang, Han-Yu Xie, Rong-Zhen Zhao et al.· 0 citations
Measurement signals in industrial systems are often affected by nonstationarity, making reliable health state estimation challenging. These signals exhibit temporal dynamics reflecting sequential variations and spectral patterns associated with periodic behaviors. Across operating conditions, the distributions of these...
Zhen-Yu Shi, Juan Fang, Meng-Xia Li et al.· IEEE Transactions on Instrum...· 0 citations
The Active Cross-View Object Geo-Localization (ActiveGeo), where an agent sequentially selects new viewpoints and determines when to stop, aiming to improve localization with minimal observations is introduced, and an ActiveGeo framework with three-stage training is proposed.
Shun-Yu Yao, Xiao-Han Zhang, Zhuo-Ran Yang et al.· 0 citations
MVLGeo, an efficient framework designed to unify multiple viewpoints and reduce model redundancy, achieves state-of-the-art performance, demonstrating robustness to input degradation and generalization across viewpoints.
Xuezhi Fan, Ming Qi, Zhu Han et al.· 0 citations
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