"parameter-efficient models" Papers

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Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

Subhabrata Dutta, Ishan Pandey, Joykirat Singh et al.

AAAI 2024paperarXiv:2312.05571

Modeling Language Tokens as Functionals of Semantic Fields

Zhengqi Pei, Anran Zhang, Shuhui Wang et al.

MoEAD: A Parameter-efficient Model for Multi-class Anomaly Detection

Shiyuan Meng, Wenchao Meng, Qihang Zhou et al.

PELA: Learning Parameter-Efficient Models with Low-Rank Approximation

Yangyang Guo, Guangzhi Wang, Mohan Kankanhalli

CVPR 2024arXiv:2310.10700

PixArt-Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

Junsong Chen, Chongjian GE, Enze Xie et al.