Empirical
[论文阅读] ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions
ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions Author：Zheng Li, Yue Zhao, Student Member Xiyang Hu, Nicola Bot ......
Feb 2023-Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay
将 replay memory视为经验 replay memory MDP (RM-MDP)，并通过求解该经验MDP获得一个保守估计。MDP是非平稳的，可以通过采样有效地更新。基于保守估计设计了价值和策略正则化器，并将其与经验回放(CEER)相结合来正则化DQN的学习。 ......
迁移学习《mixup: Beyond Empirical Risk Minimization》
论文信息 论文标题：mixup: Beyond Empirical Risk Minimization论文作者：Takeru Miyato, S. Maeda, Masanori Koyama, S. Ishii论文来源：2018 ICLR论文地址：download 论文代码：download视屏讲 ......
文献阅读——Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study
Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan Turaga; Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023 ......
论文解读（Moco v3）《An Empirical Study of Training Self-Supervised Vision Transformers》
论文信息 论文标题：Improved Baselines with Momentum Contrastive Learning论文作者：Xinlei Chen, Saining Xie, Kaiming He论文来源：2021 ICCV论文地址：download 论文代码：download引用次数： ......