Multi-Task Zipping via Layer-wise Neuron Sharing

Multi-Task Zipping via Layer-wise Neuron Sharing

24 May 2018

Papers citing "Multi-Task Zipping via Layer-wise Neuron Sharing"

12 / 12 papers shown

Title
Forget the Data and Fine-Tuning! Just Fold the Network to Compress Dong Wang Haris Šikić Lothar Thiele O. Saukh 70 0 0 17 Feb 2025
PLeaS -- Merging Models with Permutations and Least Squares Anshul Nasery J. Hayase Pang Wei Koh Sewoong Oh MoMe 54 3 0 02 Jul 2024
RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models Yufei Li Zexin Li Wei Yang Cong Liu 37 6 0 12 Sep 2023
Efficient Multitask Learning on Resource-Constrained Systems Yubo Luo Le Zhang Zhenyu Wang S. Nirjon 29 9 0 25 Feb 2023
REPAIR: REnormalizing Permuted Activations for Interpolation Repair Keller Jordan Hanie Sedghi O. Saukh R. Entezari Behnam Neyshabur MoMe 46 94 0 15 Nov 2022
MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference Mu Yuan Lan Zhang Zimu Zheng Yi-Nan Zhang Xiang-Yang Li 51 2 0 28 Sep 2022
The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks R. Entezari Hanie Sedghi O. Saukh Behnam Neyshabur MoMe 39 218 0 12 Oct 2021
Compact representations of convolutional neural networks via weight pruning and quantization Giosuè Cataldo Marinò A. Petrini D. Malchiodi Marco Frasca MQ 21 4 0 28 Aug 2021
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 175 227 0 23 Mar 2020
Deep Elastic Networks with Model Selection for Multi-Task Learning Chanho Ahn Eunwoo Kim Songhwai Oh 49 49 0 11 Sep 2019
Feature Partitioning for Efficient Multi-Task Architectures Alejandro Newell Lu Jiang Chong-Jun Wang Li Li Jia Deng 47 17 0 12 Aug 2019
Pruning-Aware Merging for Efficient Multitask Inference Xiaoxi He Dawei Gao Zimu Zhou Yongxin Tong Lothar Thiele MoMe 42 8 0 23 May 2019