Generalized Energy Based ModelsMichael ArbelLiang ZhouArthur GrettonInternational Conference on Learning Representations
the optimal matching between four work conditions and hydraulic system is attained.Consequently,the testing verification implies that the maximal error of generalized model is below 5 % based on camber interpolation.Therefore,this model is a simple yet accurate approach,which produces such an oil-...
a. AE/VAE-based Models(5.1.2的a中提到什么是AE与VAE)除了重构误差和AE / VAE模型的标准组合[ 236 ],[ 237 ],其他方法使用更复杂的策略,如记忆正态性重建[ 240 ],[ 241 ],自适应模型架构[ 242 ],以及部分/条件重建[ 159 ],[ 243 ],[ 244 ]。在半监督设置中,CoRA [ 245 ]分别在内点和离群...
Even though the fundamental rules governing dislocation activities have been well established in the past century, we report a phenomenon, dislocation transformation, governed by the generalized-stacking-fault energy surface mismatch (GSF mismatch for short) between two co-existing phases. By carrying ou...
贝叶斯模型 Bayesian Models 大规模OOD检测 Large-scale OOD Detection 基于密度的方法 Density-based Methodspass 基于距离的方法 Distance-based Methods 4 OPEN SET RECOGNITION 方法 基于分类的方法 Classification-based Methods EVT-基于不确定度校准 EVT-Free Confidence Enhancement 未知类生成 基于距离的方法 pass稀疏...
Wind Speed and Turbulence Intensity-based Recursive Neural Network WS: Wind speed References Ishugah TF, Li Y, Wang RZ, Kiplagat JK (2014) Advances in wind energy resource exploitation in urban environment: a review. Renew Sustain Energy Rev World Bank (2021) Technical Potential for Offshore...
2d). To measure the effect of training set size on generalization accuracy we performed this analysis on picking models trained on 20, 50, 100 and 120 proteins where we observed a logarithmic increase in generalization accuracy with the number of proteins in the training set (Fig. 2c). This...
A kind of generalized MRF (GMRF,generalized Markov random field) models is firstly proposed based on the recently reported bilateral filtering. The GMRF model is not only edge-preserving and robust to noise,inherited directly from the bilateral filtering,but also connects the bilateral filtering with...
The realization of polynomial fit between EMF and temperature changes based on least squares fit. K thermocouple which acts as energy converters is widely used in the process of industrial control and data acquisition. It can achieve the conversion betw... L Yi,WY Ping - IEEE 被引量: 3发表...
Contrary to expectation, the models also reveal a higher contribution of paper waste to the LHV of MSW than plastic waste.doi:10.1016/j.energy.2020.119279Dan WangYu-Ting TangJun HeFei YangDarren RobinsonEnergy