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Open access Jul 2026

Momentum contrast learning-based multimodal digital content infringement detection.

Digital content infringement has increased, with geometric cropping, photometric filtering, and stochastic noise significantly affecting redistributed media and destroying automated detection systems. Traditional systems achieve limited adversarial robustness because they use limited annotated data and computationally...

Haibo Wu, Jie Zhao, Feng Zhou et al. · 0 citations
Preprint Aug 2026

NewtonGS: Physics-Structured Object-Level Neural Newtonian Dynamics for Gaussian Scene Animation

Animating objects in a static 3D Gaussian scene requires an explicit object-level dynamic state and a controllable model of object motion. Existing dynamic Gaussian methods primarily reconstruct time-varying scenes or simulate deformation, rather than provide compact object states for direct control. To address this ga...

Lianlei Shan, Feiyang Ye, Yan Chen et al. · 0 citations

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