On the Implicit Relation Between Low-Rank Adaptation and Differential Privacyby Saber Malekmohammadi, Golnoosh FarnadiFirst submitted…
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuningby Qibin Wang, Xiaolin Hu, Weikai Xu, Wei…
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learningby Zhe-Rui Yang, Jindong Han, Chang-Dong Wang,…
Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Codingby…
Flat-LoRA: Low-Rank Adaption over a Flat Loss Landscapeby Tao Li, Zhengbao He, Yujun Li, Yasheng…
Deep learning for fast segmentation and critical dimension metrology & characterization enabling AR/VR design and…
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMsby Madhusudan Ghosh, Shrimon Mukherjee,…
Efficient Localized Adaptation of Neural Weather Forecasting: A Case Study in the MENA Regionby Muhammad…
VE: Modeling Multivariate Time Series Correlation with Variate Embeddingby Shangjiong Wang, Zhihong Man, Zhenwei Cao,…
TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiencyby Ahmed Imteaj, Md…