大模型的参数高效微调(Parameter-Efficient Fine-Tuning)

Parameter-Efficient Fine-Tuning for Large Pretrained Models.

视觉Transformer(Vision Transformer)

Vision Transformer.

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.

积分概率度量(Integral Probability Metric)

Integral Probability Metric.积分概率度量(integral probability metrics, IPM)用于衡量两个概率分布$p(x)$和$q(x)$之间的“距离” (相似性)。对于两个概率分布$p(x)$和...