Neural Network Module Decomposition and Recomposition

25 December 2021

Papers citing "Neural Network Module Decomposition and Recomposition"

9 / 9 papers shown

Title
MedForge: Building Medical Foundation Models Like Open Source Software Development Zheling Tan Kexin Ding Jin Gao Mu Zhou Dimitris N. Metaxas Shaoting Zhang Dequan Wang AI4CE 45 1 0 22 Feb 2025
Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods Mohammed Sabry Anya Belz 23 0 0 25 Jan 2024
Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning Haowen Wang Tao Sun Cong Fan Jinjie Gu MoE 11 7 0 06 Dec 2023
Tensor-Aware Energy Accounting Timur Babakol Yu David Liu 14 3 0 19 Nov 2023
Modularity in Deep Learning: A Survey Haozhe Sun Isabelle Guyon MoMe 30 2 0 02 Oct 2023
Deep Model Fusion: A Survey Weishi Li Yong Peng Miao Zhang Liang Ding Han Hu Li Shen FedML MoMe 28 51 0 27 Sep 2023
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition Chengsong Huang Qian Liu Bill Yuchen Lin Tianyu Pang Chao Du Min-Bin Lin MoMe 36 182 0 25 Jul 2023
Patching Weak Convolutional Neural Network Models through Modularization and Composition Binhang Qi Hailong Sun Xiang Gao Hongyu Zhang 16 9 0 11 Sep 2022
Combining Modular Skills in Multitask Learning E. Ponti Alessandro Sordoni Yoshua Bengio Siva Reddy MoE 12 37 0 28 Feb 2022