Results 51 to 60 of about 459,246 (134)

From LLM to FEM: Low-Rank Adaptation for Noise-Robust Structural Damage Detection. [PDF]

Sensors (Basel)
Kim J, Kang H, Chang S.
europepmc   +1 more source

Fine-Tuned Segment Anything Model with Low-Rank Adaptation for Chest X-Ray Images. [PDF]

Diagnostics (Basel)
Alahmari SS, Gardner MR, Alqahtani F, Salem T.   +3 more
europepmc   +1 more source

LoRAE: Low-Rank Adaptation for Edge AI

Abstract The rapid advancement of edge artificial intelligence (AI) has unlocked transformative applications across various domains. However, it also poses significant challenges in efficiently updating models on edge devices, which are often constrained by limited computational and communication resources.
Zhixue Wang, Hongyao Ma, Jiahui Zhai
openaire   +1 more source

Multi-scene camera relocalization via modulated coordinate regression and low-rank adaptation. [PDF]

Sci Rep
Sarıgül M, Karacan L, Ata B.
europepmc   +1 more source

MemLoTrack: Enhancing TIR Anti-UAV Tracking with Memory-Integrated Low-Rank Adaptation. [PDF]

Sensors (Basel)
Park JK, Han JH.
europepmc   +1 more source

Lightweight bearing fault diagnosis via decoupled distillation and low rank adaptation. [PDF]

Sci Rep
Petrosian O, Li P, He Y, Liu J, Sun Z, Fu G, Meng L.   +6 more
europepmc   +1 more source

Study on salient object segmentation based on depth information guidance and SAM low-rank adaptation fine-tuning. [PDF]

PLoS One
M A W.
europepmc   +1 more source

Low-Rank Approximation, Adaptation, and Other Tales

Low-rank approximation is a fundamental technique in modern data analysis, widely utilized across various fields such as signal processing, machine learning, and natural language processing. Despite its ubiquity, the mechanics of low-rank approximation and its application in adaptation can sometimes be obscure, leaving practitioners and researchers ...
openaire   +2 more sources

A personalized communication efficient federated learning framework with low rank adaptation for intelligent leukemia diagnosis. [PDF]

Sci Rep
Suresh P, Keerthika P, Kumar ARN.
europepmc   +1 more source

A computationally efficient biomedical text processing framework for pharmacovigilance: integrating low-rank adaptation and interpretable AI for adverse drug reaction detection. [PDF]

Med Biol Eng Comput
Rezaei Z, Samghabadi SS, Amini MA, Banad YM.   +3 more
europepmc   +1 more source