论文名称:An Empirical Study of Training Self-Supervised Vision Transformers 论文地址: 2.1 MoCo v3 原理分析 自监督学习模型一般可以分成 Generative 类型的或者 Contrastive 类型的。在 NLP 里面的自监督学习模型 (比如本专栏第1篇文章介绍的BERT系列等等) 一般是属于 Generative 类型的,通常把模型设计成 Masked ...
Once students complete their poems, have them glue their photo and poem onto construction paper. Then, create a banner displaying each image and poem. Students will love searching for their photo and identifying which part belongs to whom. Alternatively, you can upload your students’ pictures...
Potato database [http://spuddb.uga.edu/] was used in this study. P. infestans (T30-4 strain) genomic data can be accessed at NCBI [https://www.ncbi.nlm.nih.gov/datasets/genome/GCF_000142945.1/]. Source data are provided with this paper....
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 ...
In our study, we meticulously examined the denoised results against the raw data to ensure that the local spectrum is not distorted. Moving forward, it would be valuable to develop widely used benchmark datasets and validation tasks comprising a large number of materials. This would enable the ...
This study investigated the feasibility and effectiveness of using a flipped classroom (FC) approach to combine self-regulated learning (SRL) instruction and out-of-class eLearning activities in a two-year reading intervention program to facilitate students’ learning of classical Chinese reading. A ...
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In flipped learning, students study learning material before class and apply the content of the learning material during class. This requires self-regulated learning (SRL) behavior due to the increased autonomy in this instructional approach. Providing students with video-embedded SRL support (i.e.,...
sample types. Here we report a self-supervised learning model, termed GedankenNet, that eliminates the need for labelled or experimental training data, and demonstrate its effectiveness and superior generalization on hologram reconstruction tasks. Without prior knowledge about the sample types, the self...
The planar array is used as a 13 × 13 programmable control light source element LED, and the illumination wavelength is 505 nm to provide illumination at 100 mm below the sample. In this paper, the data sets are divided into a training set and a test set. The training set is used to...