VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control

Lifeng Lin, Rongfeng Lu, Quan Chen, Haofan Ren, Ming Lu, Yaoqi Sun, Chenggang Yan 0001, Anke Xue. VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control. In Cathal Gurrin, Klaus Schoeffmann, Min Zhang, Luca Rossetto, Stevan Rudinac, Duc-Tien Dang-Nguyen, Wen-Huang Cheng, Phoebe Chen, Jenny Benois-Pineau, editors, Proceedings of the 33rd ACM International Conference on Multimedia, MM 2025, Dublin, Ireland, October 27-31, 2025. pages 4474-4483, ACM, 2025. [doi]

Authors

Lifeng Lin

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Rongfeng Lu

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Quan Chen

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Haofan Ren

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Ming Lu

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Yaoqi Sun

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Chenggang Yan 0001

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Anke Xue

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