Spectral Adapter: Fine-Tuning in Spectral Space

22 May 2024

Papers citing "Spectral Adapter: Fine-Tuning in Spectral Space"

11 / 11 papers shown

Title
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations Chongjie Si Zhiyi Shi Xuehui Wang Yichen Xiao Xiaokang Yang Wei-Ming Shen AI4CE 60 0 0 01 Apr 2025
Spectral-Aware Low-Rank Adaptation for Speaker Verification Zhe Li Man-Wai Mak Mert Pilanci Hung-yi Lee H. Meng 41 0 0 07 Jan 2025
LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Yiming Shi Jiwei Wei Yujia Wu Ran Ran Chengwei Sun Shiyuan He Yang Yang ALM 35 1 0 17 Oct 2024
FINE: Factorizing Knowledge for Initialization of Variable-sized Diffusion Models Yucheng Xie Fu Feng Ruixiao Shi Jing Wang Xin Geng AI4CE 36 2 0 28 Sep 2024
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition Chongjie Si Xiaokang Yang Wei Shen 38 5 0 07 Jul 2024
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models Xinxi Zhang Song Wen Ligong Han Felix Juefei Xu Akash Srivastava Junzhou Huang Hao Wang Molei Tao Dimitris N. Metaxas DiffM 28 5 0 31 May 2024
Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models Fangzhao Zhang Mert Pilanci AI4CE 54 14 0 04 Feb 2024
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 124 100 0 24 May 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Matthew Cer VLM LRM 137 277 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 342 0 01 Jan 2021