Zong-Yan Han

Gaussian-JEPA: Joint-Embedding Predictive Learning for 3D Gaussian Splats

3D Gaussian Splatting (3DGS) represents 3D content with anisotropic primitives that jointly encode geometry and appearance. Fixed-budget encoders consume sampled observations of Gaussian assets, so the same object may be observed through different primitive realizations. Existing self-supervised methods mainly reconstr...