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cs.CV2026
The 10th AI City Challenge
Zheng Tang, Shuo Wang, David C. Anastasiu +34
The 10th AI City Challenge, held with ECCV 2026, marks a decade of community benchmarking for intelligent transportation, smart cities, and physical AI. Since its 2017 start with v…
cs.LG2026
Decoupled Orthogonal Dynamics: Regularization for Deep Network Optimizers
Hao Chen, Jinghui Yuan, Hanmin Zhang
Is the standard weight decay in AdamW truly optimal? Although AdamW decouples weight decay from adaptive gradient scaling, a fundamental conflict remains: the Radial Tug-of-War. In…
cs.CV2026
Motion Blur Robust Wheat Pest Damage Detection with Dynamic Fuzzy Feature Fusion
Han Zhang, Yanwei Wang, Fang Li +1
Motion blur caused by camera shake produces ghosting artifacts that substantially degrade edge side object detection. Existing approaches either suppress blur as noise and lose dis…