| 多任务学习 |
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts |
|
mmoe |
| 多任务学习 |
Progressive Layered Extraction (PLE): A Novel Multi-Task Learning (MTL) Model for Personalized Recommendations |
ACM RecSys2020 |
腾讯提出，对mmoe进行了改良 |
| 多任务学习 |
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics |
CVPR2018 |
引入贝叶斯框架自动设置loss权重 |
| 多任务学习 |
NeurIPS-2018-multi-task-learning-as-multi-objective-optimization-Paper |
NeurIPS2018 |
还没看.. |
| 多任务学习 |
Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint |
ICDE2021， IEEE 37th International Conference on Data Engineering |
多类目MoE模型在京东搜索精排中的应用 |
| 多任务学习 |
An Overview of Multi-Task Learning in Deep Neural Networks |
Arxiv |
概览，感觉一般 |
| 多标签分类 |
Deep Learning with a Rethinking Structure for Multi-label Classification |
ACML2019，Asian Conference on Machine Learning |
CCF C 大概看看 |
| 计算机视觉 |
Squeeze-and-Excitation Networks |
CVPR2018， Conference on Computer Vision and Pattern Recognition |
CCF A，se block很实用 |
