"singular value decomposition" Papers
9 papers found
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
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
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
Robust Adverse Weather Removal via Spectral-based Spatial Grouping
Yuhwan Jeong, Yunseo Yang, Youngho Yoon et al.
ICCV 2025posterarXiv:2507.22498
SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning
Seokju Yun, Seunghye Chae, Dongheon Lee et al.
CVPR 2025highlightarXiv:2412.04077
8
citations
SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models
Muyang Li, Yujun Lin, Zhekai Zhang et al.
ICLR 2025posterarXiv:2411.05007
90
citations
TCFG: Tangential Damping Classifier-free Guidance
Mingi Kwon, Shin seong Kim, Jaeseok Jeong et al.
CVPR 2025posterarXiv:2503.18137
6
citations
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation
Yuchen Su, Zhineng Chen, Zhiwen Shao et al.
AAAI 2024paperarXiv:2306.15142
17
citations
Operator SVD with Neural Networks via Nested Low-Rank Approximation
Jongha (Jon) Ryu, Xiangxiang Xu, Hasan Sabri Melihcan Erol et al.
ICML 2024poster