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Source data are provided with this paper. Code availability The codes used for the findings of this study are available from the corresponding author upon request. References De Yoreo, J. J. et al. Crystallization by particle attachment in synthetic, biogenic, and geologic environments. Science ...
requiring large-scale, diverse and labelled training data. The acquisition and preparation of such training image datasets is often laborious and costly, leading to limited generalization to new sample types. Here we report a self-supervised learning model, termed GedankenNet,...
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[Updates in Jun 2024]😎 The 1st comprehensive time-seres imputation benchmark paperTSI-Bench: Benchmarking Time Series Imputationnow is public available. The code is open source in the repoAwesome_Imputation. With nearly 35,000 experiments, we provide a comprehensive benchmarking study on 28 imp...
The assumption that drives the research presented in this paper is that if learner goals and SRL skills influence students' learning behaviour, they might also influence how learners perceive and use dashboards. Therefore, in this study, we will look at how students' dashboard needs are ...
(Bandura, 1997;2007, p. 12). Self-efficacy refers to the perception and belief that someone has of their skills and that they mobilize effectively to succeed in a particular action like reading or writing in language, resolve a problem in mathematics, etc.). In this study, success is ...
负样本挖掘麻烦且困难,和有监督的deep metric learning中,例如文本匹配问题类似,负样本的质量非常重要,如果负样本都是easy negative sample,那么对model的perfomance会有较为消极的影响,hard negative sample才是王道,因此又增加了一个负样本挖掘的需求。 对于data augment的方法非常敏感,例如simclr中,如果去除color jitter...
Extending the model based on 12-lead ECG to 1–3 lead ECG devices Most of the widely used wearable ECG devices on the market are 1–3 leads, while the object of our study is 12-lead wearable ECG signals. In order to extend the applied range of our model to these 1–3 lead ECG de...
Universal scaling behaviour in superconductors has significantly elucidated fluctuation and phase transition phenomena in these materials. However, universal behaviour for the most practical property, the critical current, was not contemplated because pr