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  • Generation

    2021-04-08 16:17:32
    Day32...Generation Dynamic Conditional Generation Memory Network 方式一 方式二 Neural Turing Machine k对应产生attention 下图中,上是根据实际情况纠正,下是根据模型情况

    Generation

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    Dynamic Conditional Generation

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    Memory Network

    方式一
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    方式二
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    Neural Turing Machine

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    下图中,上是根据实际情况纠正,下是根据模型情况纠正。上面对未处理过问题时效果极差,下面模型预测效果差,一步错步步错。

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    Scheduled Sampling

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    Beam Search

    多条beam遍历,s

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    展开全文
  • Fast generation

    2021-01-12 10:17:42
    <div><p>We added fast wavenet generation. Addresses issue #26. <p><strong>Verification - We compared the output of our fast generation with slow generation, and ensured it exactly matches. - We also ...
  • World generation

    2021-01-02 23:17:14
    <div><p>World generation is fairly bleh right now and does not feature biomes. It also does not use the updated generation API. The optimal solution to rectify this would be: - Adapting world ...
  • Transaction generation

    2020-12-07 10:11:35
    <div><p>make the generation for transaction <h2>Checklist <ul><li>add generation for transaction generation </li><li>i work in user story number ...
  • Validation generation

    2020-12-05 13:34:58
    <div><p>Update validation generation to allow for flattening array properties and outside types. <p>Regenerate Neg CRD code generation for open api definitions for missing types and change ...
  • code generation

    2020-12-04 11:44:23
    <div><p>In the code generation as you have mentioned to use Namatus for the nmt in that the input is a declaration,docstring and output is body . then how the code will be generated ? <p>in ...
  • Music generation

    2020-11-28 16:44:34
    <div><p>Things I want to try if I ...<ul><li>[ ] Music generation (unconditional)</li><li>[ ] MIDI-conditioned piano sound generation</li></ul>该提问来源于开源项目:r9y9/wavenet_vocoder</p></div>
  • Next Generation Databases

    2018-02-20 17:41:45
    Next Generation Databases Next Generation Databases
  • Analysis of difference frequency generation and cascaded second-harmonic generation and difference frequency generation in lossy quasi-phase-matched semiconductor waveguides
  • generation03-源码

    2021-03-28 09:38:53
    generation03
  • Comment generation

    2020-12-09 01:09:32
    <div><p>If in SAI editor phase set to 1-9, then comment generation isn`t work</p><p>该提问来源于开源项目:Helias/Keira2</p></div>
  • line generation

    2014-12-30 12:47:26
    在MATLAB中利用AEG算法进行line generation来实现地图的可视化。适合于初学者简单上手
  • <div><p>It would be nice to facilitate best practices and add ViewModel generation for Magento modules. <p>References: - https://www.yireo.com/blog/2017-08-12-viewmodels-in-magento-2 - ...
  • Grid generation method

    2018-04-16 20:59:48
    Basic local and integral grid quality measures are formulated and new approaches to mesh generation are reviewed. In addition to the content of the successful first edition, a more detailed and ...
  • voxel-generation-源码

    2021-03-20 07:22:43
    voxel-generation
  • procedural_generation-源码

    2021-03-17 16:00:02
    procedural_generation
  • column generation

    2011-02-25 16:46:09
    column generation is an insightful overview of the state-of-the-art in integer programming column generation and its many applications. The volume begins with "A Primer in Column Generation" which ...
  • Aula-Generation-III
  • <div><p>Hello, have improved email generation function, added possible ways to generate male/female email addresses. Added the Gender generation function, and a wrapper as Person for the First Name, ...
  • Fix generation overflow

    2020-11-23 10:35:29
    <div><p>There is an issue in the map implementation where the generation is put into the top 24 bits of the index stored in the hash->index map <p>...
  • Generation Tasks

    2019-08-08 11:07:42
    Generation TasksImproved GANrelated tasksImproved GAN-Image GenerationGANProblems of GANImproved GANNew paper from DeepMindSemi-parametric StrategyImage GenerationMessage-Passing StrategyMessage Passi...

    Reference[原文]: Joselynzhao.top & 夏木青 | Generation Tasks

    Improved GAN

    如何从语言描述的场景来生成图像
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    related tasks

    • image synthesis
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    可以通过 RNN+GAN 生成实现

    Improved GAN-Image Generation

    GAN

    Improved GAN-Image Generation

    • Image Generation from Scene Graphs (CVPR2018)
    • Stackgan: Text to photo-realistic image synthesis with
      stacked generative adversarial networks. (ICCV 2017)

      使用堆积的生成对抗网络实现从文本到真实图像的合成

    Problems of GAN

    carefully balance the capabilities between the generator and the discriminator
    仔细平衡发生器和鉴别器之间的能力

    unsuitable parameter settings can degrade the performance
    不合适的参数设置会降低性能

    Improved GAN

    Evolutionary Generative Adversarial Networks (TEVC 2019)

    New paper from DeepMind

    Vector Quantized Variational AutoEncoder model(VQ-VAE2 wins bigGAN)
    矢量量化变分自动编码器模型
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    Semi-parametric Strategy

    半参数策略

    Image Generation

    Parametric models
    end-to-end training of highly expressive models. (高度表达模型)

    Nonparametric models (非参数模型)
    extract materials from large real image datasets during testing
    在测试的时候提取信息

    Semi-parametric Strategy
    Semi-parametric Image Synthesis (CVPR2018)

    The problem of existing image generation methods (现有方法的问题)
    give stunning results on limited domains such as
    descriptions of birds, flowers or people.
    Low-quality image of other domains.
    作用领域有限

    Using semi-parametric strategy to improve Image generation method

    Message-Passing Strategy

    Message Passing Strategy for Feature Sharing.

    用于特征共享的消息传递策略
    Scene Graph Generation from Objects, Phrases and Region Captions(ICCV2017)

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    Domain Adaptation Strategy

    区域适应策略
    give stunning results on limited domains such as descriptions of birds, flowers or people.

    Using Domain Adaptation to improve Image generation method in more domains.

    Video generation

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    输入 深度图像
    输出 对手关节、姿势的估计

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    3D Hand Shape and Pose Estimation from a Single RGB Image(CVPR19 Oral)

    Text Effects Transfer

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    创新的分布感知数据增强策略
    TET-GAN: Text Effects Transfer via Stylization and Destylization
    (AAAI2019)

    Scene graph Generation

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    modeling these statistical correlations between object pairs and relationships can effectively regularize the semantic prediction space (structured knowledge graph )
    对这些对象和关系之间的统计相关性建模可以有效地规范语义预测空间(结构化知识图)

    Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR2019)
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    Robot Control

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    Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection(2017)

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    Towards Accurate Task Accomplishment with Low-Cost Robotic Arms(CVPR2019)

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    Cross-Modal Zero-Shot Hashing retrieval

    跨模态 zero-shot 哈希检索
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    Attribute-Guided Network for Cross-Modal Zero-Shot Hashing(T-NNLS19)

    Reference

    1. Image Generation from Scene Graphs (CVPR2018)
    2. Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks. (ICCV 2017)
    3. Evolutionary Generative Adversarial Networks (TEVC 2019)
    4. Semi-parametric Image Synthesis (CVPR2018)
    5. Scene Graph Generation from Objects, Phrases and Region Captions(ICCV2017)
    6. 3D Hand Shape and Pose Estimation from a Single RGB Image(CVPR19 Oral)
    7. TET-GAN: Text Effects Transfer via Stylization and Destylization
      (AAAI2019)
    8. Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR2019)
    9. Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection(2017)
    10. Towards Accurate Task Accomplishment with Low-Cost Robotic Arms(CVPR2019)
    11. Attribute-Guided Network for Cross-Modal Zero-Shot Hashing(T-NNLS19)

    Acknowledgment

    感谢本篇博文的内容提供者:崔亚文(Cui Yawen)· HPCL

    展开全文
  • Generation of mipmaps

    2020-12-26 16:32:29
    <div><p>Adding the possible generation of mipmaps since this option is available on the web version (and tilting the view can generally requests a lot of mipmaping usage). This options probably needs ...
  • GS color generation.pdf

    2021-03-01 05:40:35
    GS color generation.pdf
  • Image Generation from Scene Graphs
  • Refactor reaction generation

    2020-12-09 12:45:51
    <div><p>This pull request does significant restructuring of the methods related to reaction generation, motivated by #1192. These changes are intended to reduce code duplication, improve organization,...
  • Double Generation Events

    2020-11-27 04:10:13
    <div><p>From the <a href="http://www.minecraftforum.net/forums/mapping-and-modding/minecraft-mods/2524489-realistic-terrain-generation-rtg-realistic-biomes?comment=2255">thread, Realistic Terrain ...
  • Refactor code generation

    2021-01-03 21:48:13
    ve made a lot of progress on code generation and standalone mode, but the code generation code has now become quite brittle and difficult to work with. I don't think that what it's doing is ...
  • Fix test generation

    2020-12-30 08:31:28
    <div><p>This PR fixes the data generation, which was completely broken for the messages generations other than the current one. It was broken mainly because of the message generation from the ...
  • <p>Now, if the thumbnail version is -1 (during Pyramid generation) then we use a random version number to prevent caching of the clock thumbnail in the browser. Clock thumbnails will be retrieved each...
  • <div><p>Expected: Improve performance of report generation using Thread or Multiprocess</p><p>该提问来源于开源项目:adiralashiva8/robotframework-metrics</p></div>

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