TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts

28 July 2023

Papers citing "TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts"

19 / 19 papers shown

Title
Learning Heterogeneous Mixture of Scene Experts for Large-scale Neural Radiance Fields Zhenxing Mi Ping Yin Xue Xiao Dan Xu MoE 49 0 0 04 May 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 135 1 0 10 Mar 2025
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning Hanwen Zhong Jiaxin Chen Yutong Zhang Di Huang Yunhong Wang MoE 42 0 0 12 Jan 2025
Multi-Task Label Discovery via Hierarchical Task Tokens for Partially Annotated Dense Predictions Jingdong Zhang Hanrong Ye Xin Li Wenping Wang Dan Xu 72 1 0 27 Nov 2024
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-xiong Wang 49 1 0 18 Oct 2024
MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network Doanh C. Bui Jin Tae Kwak DiffM MedIm 23 0 0 06 Oct 2024
Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL Ghada Sokar J. Obando-Ceron Aaron C. Courville Hugo Larochelle Pablo Samuel Castro MoE 127 2 0 02 Oct 2024
Mixture of Experts in a Mixture of RL settings Timon Willi J. Obando-Ceron Jakob Foerster Karolina Dziugaite Pablo Samuel Castro MoE 41 7 0 26 Jun 2024
SimSMoE: Solving Representational Collapse via Similarity Measure Giang Do Hung Le T. Tran MoE 44 1 0 22 Jun 2024
FusionBench: A Comprehensive Benchmark of Deep Model Fusion Anke Tang Li Shen Yong Luo Han Hu Bo Du Dacheng Tao ELM MoMe VLM 44 21 0 05 Jun 2024
Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission Ruichen Zhang Hongyang Du Yinqiu Liu Dusit Niyato Jiawen Kang Zehui Xiong Abbas Jamalipour Dong In Kim MoE 52 22 0 14 Apr 2024
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity Ruijie Quan Wenguan Wang Zhibo Tian Fan Ma Yi Yang 47 12 0 29 Mar 2024
Multi-Task Dense Prediction via Mixture of Low-Rank Experts Yuqi Yang Peng-Tao Jiang Qibin Hou Hao Zhang Jinwei Chen Bo-wen Li MoE 33 18 0 26 Mar 2024
DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data Hanrong Ye Dan Xu DiffM 52 4 0 22 Mar 2024
Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning Meixuan Li Tianyu Li Guoqing Wang Peng Wang Yang Yang H. Shen 38 0 0 15 Mar 2024
Mixtures of Experts Unlock Parameter Scaling for Deep RL J. Obando-Ceron Ghada Sokar Timon Willi Clare Lyle Jesse Farebrother Jakob N. Foerster Gintare Karolina Dziugaite Doina Precup Pablo Samuel Castro 55 29 0 13 Feb 2024
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts Anke Tang Li Shen Yong Luo Nan Yin Lefei Zhang Dacheng Tao MoMe 33 40 0 01 Feb 2024
Multi-task Learning with 3D-Aware Regularization Weihong Li Steven G. McDonagh A. Leonardis Hakan Bilen 26 3 0 02 Oct 2023
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 183 21,813 0 09 Dec 2016