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Exploring Training on Heterogeneous Data with Mixture of Low-rank
  Adapters

Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters

International Conference on Machine Learning (ICML), 2024
14 June 2024
Yuhang Zhou
Zihua Zhao
Haolin Li
Siyuan Du
Jiangchao Yao
Ya Zhang
Yanfeng Wang
    MoMeMoE
ArXiv (abs)PDFHTMLGithub (16★)

Papers citing "Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters"

4 / 4 papers shown
EndoARSS: Adapting Spatially-Aware Foundation Model for Efficient Activity Recognition and Semantic Segmentation in Endoscopic Surgery
EndoARSS: Adapting Spatially-Aware Foundation Model for Efficient Activity Recognition and Semantic Segmentation in Endoscopic SurgeryAdvanced Intelligent Systems (Adv. Intell. Syst.), 2025
Guankun Wang
Rui Tang
Mengya Xu
Long Bai
Huxin Gao
Hongliang Ren
145
0
0
07 Jun 2025
Ensembles of Low-Rank Expert Adapters
Ensembles of Low-Rank Expert AdaptersInternational Conference on Learning Representations (ICLR), 2025
Yinghao Li
Vianne Gao
Chao Zhang
MohamadAli Torkamani
426
5
0
31 Jan 2025
Reprogramming Distillation for Medical Foundation Models
Reprogramming Distillation for Medical Foundation Models
Yuhang Zhou
Siyuan Du
Haolin Li
Jiangchao Yao
Ya Zhang
Yanfeng Wang
267
3
0
09 Jul 2024
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
Longrong Yang
Dong Shen
Chaoxiang Cai
Fan Yang
Size Li
Tingting Gao
Xi Li
MoE
422
8
0
28 Jun 2024
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