[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...
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 ...
Two-phase mixtures, from metallic alloys to islands on surfaces, undergo coarsening wherein the total interfacial area of the system decreases with time. Theory predicts that during coarsening the average size-scale of a two-phase mixture increases with
Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023) - cvlab-kaist/Self-Attention-Guidance
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...
This study was designed to examine performance as a function of grade and course satisfaction in online undergraduate level courses, specifically students' self-efficacy for online technologies and self-regulated learning strategies. This research included a sample (N = 815) of community college student...
1.2. The current study Although we have predictions for each of these factors individually, we do not have a clear prediction for which factors would have more relative influence on the decision to adopt or reject a technology if they were pitted against each other. For example, some work sug...
Thus, SWEMD-MNN can decompose time series based on time characteristic effectively and dynamically, and improve the prediction accuracy of the classical modular neural networks dividing time series based on sample space. Then time subseries are dynamically assigned to the subnetworks with a single ...
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Self-incompatibility (SI) is a breeding system that promotes cross-fertilization. In Brassica, pollen rejection is induced by a haplotype-specific interaction between pistil determinant SRK (S receptor kinase) and pollen determinant SP11 (S-locus Protein