Author

Jianzhou Lu

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Preprint Aug 2026

YOLOv14: Adaptive Real-Time Object Detection for Diverse Imaging Conditions

YOLOv14 is presented, a unified adaptive detection framework that addresses real-time object detectors variations through four complementary mechanisms, formalized under a novel Adaptive Routing and Modulation (ARM) paradigm.

Jianzhou Lu, Jinling Jia, Jone Yawl et al. · 0 citations

Preprint Aug 2026

Depth Anything V4: Dynamic 4D Scene Reconstruction via Riemannian Flow Matching on 4D Gaussian Splatting

The key contribution is the application of Riemannian Flow Matching to 4D Gaussian Splatting parameters, defining probability paths directly on non-Euclidean manifolds (scale, rotation, opacity), ensuring all intermediate states are valid.

Jia-Ming Fan, Jianzhou Lu, Jinling Jia et al. · 0 citations