For the empirical measure of the first $n$ points of one infinite sequence of independent uniform samples in the unit square, we identify the leading constant in the bounded-Lipschitz distance to area measure, equivalently in $W_1$, both in expectation and almost surely along all sample sizes. The constant is $c_*=\kap...
Wei-Tao Huang, Ren-Zhen Wang, Yichen Wu et al.· 0 citations
FisherEdit is proposed, a theoretically grounded method built on Fisher geometry, which replaces coarse activation-space projections with importance-aware regularization in parameter space and achieves state-of-the-art performance while better preserving model stability and downstream task accuracy.
Yi-Zhou Yang, Jia-Hong Fu, Zhi-Wu Wang et al.· 0 citations
Results indicate that a direct, multi-attribute 3D consistency objective, when combined with high-quality correspondences, is effective for addressing the ill-posed sparse-view reconstruction problem.
Jinqian Yang, Yichen Wu, Wanhua Li et al.· arXiv.org· 1 citation
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