Summary of Multi-lora Composition For Image Generation, by Ming Zhong et al.
Multi-LoRA Composition for Image Generationby Ming Zhong, Yelong Shen, Shuohang Wang, Yadong Lu, Yizhu Jiao,…
Summary of Prolora: Partial Rotation Empowers More Parameter-efficient Lora, by Sheng Wang et al.
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRAby Sheng Wang, Boyang Xue, Jiacheng Ye, Jiyue Jiang,…
Summary of The Impact Of Lora on the Emergence Of Clusters in Transformers, by Hugo Koubbi et al.
The Impact of LoRA on the Emergence of Clusters in Transformersby Hugo Koubbi, Matthieu Boussard,…
Summary of Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?, by Nader Asadi et al.
Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?by Nader Asadi, Mahdi Beitollahi, Yasser Khalil, Yinchuan…
Summary of Advancing Parameter Efficiency in Fine-tuning Via Representation Editing, by Muling Wu et al.
Advancing Parameter Efficiency in Fine-tuning via Representation Editingby Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong…
Summary of Bayesian Reward Models For Llm Alignment, by Adam X. Yang et al.
Bayesian Reward Models for LLM Alignmentby Adam X. Yang, Maxime Robeyns, Thomas Coste, Zhengyan Shi,…
Summary of Ebft: Effective and Block-wise Fine-tuning For Sparse Llms, by Song Guo et al.
EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMsby Song Guo, Fan Wu, Lei Zhang, Xiawu…
Summary of Lora+: Efficient Low Rank Adaptation Of Large Models, by Soufiane Hayou et al.
LoRA+: Efficient Low Rank Adaptation of Large Modelsby Soufiane Hayou, Nikhil Ghosh, Bin YuFirst submitted…
Summary of Privacy-preserving Low-rank Adaptation Against Membership Inference Attacks For Latent Diffusion Models, by Zihao Luo et al.
Privacy-Preserving Low-Rank Adaptation against Membership Inference Attacks for Latent Diffusion Modelsby Zihao Luo, Xilie Xu,…
Summary of Lora Training in the Ntk Regime Has No Spurious Local Minima, by Uijeong Jang et al.
LoRA Training in the NTK Regime has No Spurious Local Minimaby Uijeong Jang, Jason D.…