FonTS: Text Rendering with Typography and Style Controlsby Wenda Shi, Yiren Song, Dengming Zhang, Jiaming…
Enhancing Parameter-Efficient Fine-Tuning of Vision Transformers through Frequency-Based Adaptationby Son Thai Ly, Hien V. NguyenFirst…
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuningby Omkar Khade, Shruti…
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecastingby Yuang Zhao, Tianyu Li, Jiadong Chen,…
Parameter Efficient Instruction Tuning: An Empirical Studyby Pengfei HeFirst submitted to arxiv on: 25 Nov…
Towards Efficient Model-Heterogeneity Federated Learning for Large Modelsby Ruofan Jia, Weiying Xie, Jie Lei, Haonan…
Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuningby Toyotaro Suzumura, Hiroki Kanezashi,…
LoRA-Mini : Adaptation Matrices Decomposition and Selective Trainingby Ayush Singh, Rajdeep Aher, Shivank GargFirst submitted…
Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language modelsby Olivia Ma, Jonathan…
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformationby Seokil Ham, Hee-Seon Kim, Sangmin Woo,…