Mitigating Task Interference in Multi-Task Learning via Explicit Task
Routing with Non-Learnable Primitives

Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives

3 August 2023

Shangguang Wang

Ran Cheng

Vishnu Naresh Boddeti

Papers citing "Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives"

13 / 13 papers shown

Title
MTLSO: A Multi-Task Learning Approach for Logic Synthesis Optimization Faezeh Faez Raika Karimi Yingxue Zhang Xing Li Lei Chen M. Yuan Mahdi Biparva 32 2 0 09 Sep 2024
Deep Feature Surgery: Towards Accurate and Efficient Multi-Exit Networks Cheng Gong Yao Chen Qiuyang Luo Ye Lu Tao Li Yuzhi Zhang Yufei Sun Le Zhang 36 0 0 19 Jul 2024
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models Leyang Shen Gongwei Chen Rui Shao Weili Guan Liqiang Nie MoE 40 6 0 17 Jul 2024
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging Zhenyi Lu Chenghao Fan Wei Wei Xiaoye Qu Dangyang Chen Yu Cheng MoMe 42 48 0 17 Jun 2024
Towards Modular LLMs by Building and Reusing a Library of LoRAs O. Ostapenko Zhan Su E. Ponti Laurent Charlin Nicolas Le Roux Matheus Pereira Lucas Page-Caccia Alessandro Sordoni MoMe 39 31 0 18 May 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 47 44 0 23 Feb 2024
Towards Principled Task Grouping for Multi-Task Learning Chenguang Wang Xuanhao Pan Tianshu Yu 31 0 0 23 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 20 48 0 29 Jan 2024
Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning Yingqian Min Kun Zhou Dawei Gao Wayne Xin Zhao He Hu Yaliang Li 26 1 0 07 Jan 2024
Task adaption by biologically inspired stochastic comodulation Gauthier Boeshertz Caroline Haimerl Cristina Savin 18 0 0 25 Nov 2023
Denoising Task Routing for Diffusion Models Byeongjun Park Sangmin Woo Hyojun Go Jin-Young Kim Changick Kim DiffM 19 18 0 11 Oct 2023
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,637 0 02 Nov 2015