A personalized mixture-of-experts federated fine-tuning framework for vision-language models
With the widespread application of vision-language model (VLM) in tasks such as image-text retrieval, image captioning, and visual question answering, efficiently training large-scale models under the constraints of cross-industry data privacy and ...
DING Meilin +7 more
doaj
Few-Shot Adaptation of Foundation Vision Models for PCB Defect Inspection. [PDF]
Lee SJ.
europepmc +1 more source
Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation [PDF]
JungHwan Park +4 more
openalex +1 more source
Loss of the miR‐214/199a cluster is associated with recurrence in ovarian cancer. Engineered small extracellular vesicles (m214‐sEVs) elevate miR‐214‐3p/miR‐199a‐5p in tumor cells, suppress β‐catenin, TLR4, and YKT6 signaling, reprogram tumor‐derived sEV cargo, reduce chemoresistance and migration, and enhance carboplatin efficacy and survival in ...
Weida Wang +12 more
wiley +1 more source
Optimizing Client Participation in Communication-Constrained Federated LLM Adaptation with LoRA. [PDF]
Solat F, Lee J.
europepmc +1 more source
Rethinking plastic waste: innovations in enzymatic breakdown of oil‐based polyesters and bioplastics
Plastic pollution remains a critical environmental challenge, and current mechanical and chemical recycling methods are insufficient to achieve a fully circular economy. This review highlights recent breakthroughs in the enzymatic depolymerization of both oil‐derived polyesters and bioplastics, including high‐throughput protein engineering, de novo ...
Elena Rosini +2 more
wiley +1 more source
Micro-Expression Recognition via LoRA-Enhanced DinoV2 and Interactive Spatio-Temporal Modeling. [PDF]
Wang M, Tang X, Wang B, Ren J.
europepmc +1 more source
Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes [PDF]
Riccardo Benaglia +4 more
openalex +1 more source
Day/night variations of myeloid and lymphoid cell subsets in the murine inguinal lymph node
The circadian system is involved in the temporal regulation of the immune system. Our study reveals that two innate immune populations, NKT cells and neutrophils, predominate at the beginning of the day in healthy mice, highlighting how the time of day influences immune responses.
Paula M. Wagner +6 more
wiley +1 more source
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation [PDF]
Can Yaras +3 more
openalex +1 more source

