"subspace learning" Papers

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Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation

Wei Wang, Haifeng Xia, Chao Huang et al.

NEURIPS 2025oral
115
citations

StelLA: Subspace Learning in Low-rank Adaptation using Stiefel Manifold

Zhizhong Li, Sina Sajadmanesh, Jingtao Li et al.

NEURIPS 2025spotlightarXiv:2510.01938
4
citations

Byzantine Resilient and Fast Federated Few-Shot Learning

Ankit Pratap Singh, Namrata Vaswani

ICML 2024

How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?

Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li

AAAI 2024paperarXiv:2312.14452
22
citations