Position Prediction as an Effective Pretraining Strategy

位置预测作为高效的预训练策略.

类别型特征提升(Categorical Boosting, CatBoost)

CatBoost: unbiased boosting with categorical features.

轻量级梯度提升机(Light Gradient Boosting Machine, LightGBM)

LightGBM: A Highly Efficient Gradient Boosting Decision Tree.

极限梯度提升(eXtreme Gradient Boosting, XGBoost)

XGBoost: A Scalable Tree Boosting System.

Pooling Revisited: Your Receptive Field is Suboptimal

DynOPool: 学习最优感受野的动态优化池化.

A ConvNet for the 2020s

ConvNeXt: 设计现代化卷积神经网络.