2025 Poster "singular value decomposition" Papers

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CLOVER: Cross-Layer Orthogonal Vectors Pruning and Fine-Tuning

Fanxu Meng, Muhan Zhang

ICLR 2025posterarXiv:2411.17426

Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems

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

NeurIPS 2025posterarXiv:2507.07222

Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables

Wontae Kim, Keuntek Lee, Nam Ik Cho

ICCV 2025posterarXiv:2508.16121

LoRA vs Full Fine-tuning: An Illusion of Equivalence

Reece Shuttleworth, Jacob Andreas, Antonio Torralba et al.

NeurIPS 2025posterarXiv:2410.21228

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

Robust Adverse Weather Removal via Spectral-based Spatial Grouping

Yuhwan Jeong, Yunseo Yang, Youngho Yoon et al.

ICCV 2025posterarXiv:2507.22498

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models

Muyang Li, Yujun Lin, Zhekai Zhang et al.

ICLR 2025posterarXiv:2411.05007

TCFG: Tangential Damping Classifier-free Guidance

Mingi Kwon, Shin seong Kim, Jaeseok Jeong et al.

CVPR 2025posterarXiv:2503.18137