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cs.CV2026
FeCoSplat: Feedback-Guided Compression for Feed-Forward 3D Gaussian Splatting
Yuxuan Li, Yihang Chen, Yufeng Zhang +2
Feed-forward 3D Gaussian Splatting (3DGS) enables efficient novel-view synthesis from sparse multi-view images, yet its representations remain costly to store and transmit. Existin…
cs.CV2026
SPARE-GS: Structural Parsimony and Resource Efficiency for 3D Gaussian Splatting
Zhang Chen, Shuai Wan, Fuzheng Yang +3
3D Gaussian Splatting (3DGS) achieves high-fidelity novel view synthesis in real-time; however its training efficiency and representation compactness are hindered by excessive prim…
cs.CV2026
UnGAP: Uncertainty-Guided Affine Prompting for Real-Time Crack Segmentation
Conghui Li, Huanyu He, Xin Wang +2
Real-time crack segmentation is vital for structural health monitoring but is plagued by aleatoric uncertainties arising from varying lighting, blur, and texture ambiguity. Current…