NEURIPS 2025 "singular value decomposition" Papers

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Continuous Subspace Optimization for Continual Learning

Quan Cheng, Yuanyu Wan, Lingyu Wu et al.

NEURIPS 2025posterarXiv:2505.11816
1
citations

Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems

Minchan Jeong, Jongha (Jon) Ryu, Se-Young Yun et al.

NEURIPS 2025posterarXiv:2507.07222
2
citations

LoRA vs Full Fine-tuning: An Illusion of Equivalence

Reece Shuttleworth, Jacob Andreas, Antonio Torralba et al.

NEURIPS 2025posterarXiv:2410.21228
58
citations

MoORE: SVD-based Model MoE-ization for Conflict- and Oblivion-Resistant Multi-Task Adaptation

Shen Yuan, Yin Zheng, Taifeng Wang et al.

NEURIPS 2025posterarXiv:2506.14436
1
citations

SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM Training

Yehonathan Refael, Guy Smorodinsky, Tom Tirer et al.

NEURIPS 2025posterarXiv:2505.24749
6
citations