26 Matching Annotations
  1. Last 7 days
  2. learn-us-east-1-prod-fleet01-xythos.s3.us-east-1.amazonaws.com learn-us-east-1-prod-fleet01-xythos.s3.us-east-1.amazonaws.com
    1. This study researches the development of clinical trainers and their learners. Also, the article discussed how to create effective training. Key Words knowledge translation, training transfer, continuing professional education, instructional design

  3. Oct 2019
    1. We tested a broad range of Enterobacteriaceae conjugative plasmids for their sensitivity to the growth stage of the donors and identified three distinct regulation types.
    1. In soil, bacteria tend to live in a state of dormancy due to prevailing oligotrophic conditions, which would not be particularly favorable for the development of competence

      It can also be argued that the transformed DNA is a good resource of phosphates, nitrogen etc., so might be favoured in oligotrophic conditions?

    1. gram matrix must be normalized by dividing each element by the total number of elements in the matrix.

      true, after downsampling your gradient will get smaller on later layers

    1. Style transfer exploits this by running two images through a pre-trained neural network, looking at the pre-trained network’s output at multiple layers, and comparing their similarity. Images that produce similar outputs at one layer of the pre-trained model likely have similar content, while matching outputs at another layer signals similar style.

      Style ~ vertical Content ~ horizontal

    1. In culture conditions that enhance cell-to-cell contact, conjugation rates approach 100% with the cis-acting plasmid

      high efficiency

  4. Sep 2019
  5. May 2019
  6. Apr 2019
    1. evidence of a racial transfer gap for historically underrepresented minority students

      Is this "racial transfer gap" on top of the phenomenon of "transfer shock"?

  7. Mar 2019
    1. This is one of many discussions of Kirkpatrick's four levels of evaluation. More of the page is taken up with decoration and graphics than needs to be the case but this page is included in this list because it offers a printable guide and because the hierarchy of the four levels is clearly shown. The text itself is printed in black on a white background and it is presented as a bulleted list (the bullets are not organized as well as they could be). Nonetheless it is a usable presentation of this model. rating 3/5

  8. Feb 2019
    1. Transfusion: Understanding Transfer Learning with Applications to Medical Imaging

      基于模型参数的迁移学习对 proformace 影响不大,当然训练更快啦。有趣的是,迁移 trained 模型参数的均值/方差统计性也可以得到不错的迁移效果。

  9. Nov 2018
    1. An analytic theory of generalization dynamics and transfer learning in deep linear networks

      这是一篇谈论泛化error和Transfer L.的理论 paper. 虽实验细节还没看懂, 但结论很意义:新提出一个解析的理论方法,发现网络最首要先学到并依赖的是tast structure(通过early-stoping)而不是网络size!这也就解释了为啥随机data比real data更容易被学习,似乎存在更好的non-GD优化策略.

      关于 SNR 也有迁移实验,说可以从高 SNR 迁移到低 SNR。。。

    2. A Survey on Deep Transfer Learning

      不仅综述了迁移学习的现状,也对其进行了分类。同时,还给出了“深度迁移”的概念,强调了待迁移的两个学习任务之间的非线性关系。其实这也很自然,我们本来对线性的“相似”学习任务迁移就兴趣一般,也没多大研究意义。。。。

    3. Training neural audio classifiers with few data

      这是一个比较初步的简单实验。

      图像结论其实并不意外:数据量越多当然表现越好;迁移学习在极小量数据上表现良好;Prototypical 模型可能因结构的特异性会表现出一定程度上的优势;数据量越小,过拟合问题越严重。。。

    1. rsync -azvvP /home/path/folder1/ /home/path/folder2

      Or the case with remotes:

      rsync -azvvP /full/path/source_folder_or_file username@remotehost:/full/path/target_folder_or_file

  10. Sep 2018
  11. www-jstor-org.proxy.library.georgetown.edu www-jstor-org.proxy.library.georgetown.edu
    1. we have yet to fully explore if or how the content in a first-year composition class influences the writing knowledge and practice students develop in such a setting, and thus the knowledge and practice they can use in other sites of writing

      Transfer, definition of

  12. Jul 2018
    1. material transfer agreement (MTA)

      Mengenai MTA ini sempat lolos dari perhatian saya saat menyusun RDMP (research data management plan) untuk universitas saya. Saat saya cari info dengan kata kunci "regulasi material transfer agreement", saya hanya mendapatkan satu regulasi dari Kementerian Pertanian. Ini mestinya ada dalam Permen tentang Penelitian.

    2. MTA

      Ok tentang MTA ini, saya perlu meralat pernyataan sebelumnya yang hanya menemukan regulasi MTA dari Kementan. Hasil pencarian di sini memunculkan sumber informasi tentang MTA yang lebih lengkap dari LIPI. Kemudian, bagian mana dari regulasi formal (yang ada dalam taksonomi regulasi Indonesia) yang mengarah ke dokumen MTA LIPI ini?

    3. material transfer agreement

      Mengenai MTA ini sempat lolos dari perhatian saya saat menyusun RDMP (research data management plan) untuk universitas saya. Saat saya cari info dengan kata kunci "regulasi material transfer agreement", saya hanya mendapatkan satu regulasi dari Kementerian Pertanian. Ini mestinya ada dalam Permen tentang Penelitian.

  13. Jan 2018
  14. Nov 2017
  15. Dec 2014
    1. This can not occur in the natural world.

      Genes from unrelated species may be incorporated in the wild by the process known as horizontal gene transfer.

      For example, approximately 8% of the human genome originated in viruses.

      Up to a quarter of the cow genome apparently originated in snakes, and was probably spread by ticks around the animal kingdom.

  16. Jan 2014
    1. Policies and procedures sometimes serve as an active rather than passive barrier to data sharing. Campbell et al. (2003) reported that government agencies often have strict policies about secrecy for some publicly funded research. In a survey of 79 technology transfer officers in American universities, 93% reported that their institution had a formal policy that required researchers to file an invention disclosure before seeking to commercialize research results. About one-half of the participants reported institutional policies that prohibited the dissemination of biomaterials without a material transfer agreement, which have become so complex and demanding that they inhibit sharing [15].

      Policies and procedures are barriers, but there are many more barriers beyond that which get in the way first.