类别 | 论文 | 发表 | 简介 |
---|---|---|---|
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 |
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