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AwesomeMLForDigitalMedia

A curated list of awesome machine learning resources in the context of digital media and (interactive) computer graphics.
https://github.com/DDreher/AwesomeMLForDigitalMedia

Last synced: 4 days ago
JSON representation

  • Audio

    • [link - 3417/10/3/766/pdf) [[demo]](http://research.spa.aalto.fi/publications/papers/applsci-deep/)

  • Computer Vision

    • Talks / Courses / Tutorials / Workshops

    • Papers

    • Datasets

  • Character Animation

    • Papers

      • [link
      • [link
      • [link - wordpress.akamaized.net/montreal.ubisoft.com/wp-content/uploads/2019/11/13214229/DReCon.pdf)
      • [link
      • [link

  • Computer Graphics

    • Papers

      • [link - temporally_stable_real_time_joint_neural_denoising_and_supersampling.pdf) [[video]](https://www.youtube.com/watch?v=au4cPLuEpNM&t=7874s)
      • [link - sa20/materialgan-sa20.pdf)
      • [link - content/uploads/2020/06/Neural-Supersampling-for-Real-time-Rendering.pdf)
      • [link - using-deep-convolutional-neural-networks-detect-glitches-paper.pdf)

    • Talks / Courses / Tutorials / Workshops

    • Projects

  • Neural Rendering

    • State of the Art / Surveys

    • Papers

      • [link
      • [link
      • [link
      • [link
      • [link - inf.mpg.de/paper/X_Fields__siggasia_2020.pdf)
      • [link
      • [link - content/uploads/2019/06/VR-Facial-Animation-via-Multiview-Image-Translation.pdf)
      • [link
      • [link - content/uploads/2018/08/Deep-Appearance-Models-for-Face-Rendering.pdf)
      • [link - shading-datasets.mpi-inf.mpg.de/deep-shading.pdf)

    • Talks / Courses / Tutorials / Workshops

      • [link - ne8) [[video 2]](https://www.youtube.com/watch?v=JlyGNvbGKB8&feature=youtu.be)

  • Visual Computing

    • Papers

      • [link - e)
      • [link - research/google-research/blob/master/infinite_nature) [[colab]](https://colab.research.google.com/github/google-research/google-research/blob/master/infinite_nature/infinite_nature_demo.ipynb) [[video]](https://youtu.be/oXUf6anNAtc)
      • [link - neural-painting) [[colab]](https://colab.research.google.com/drive/1XwZ4VI12CX2v9561-WD5EJwoSTJPFBbr?usp=sharing) [[video]](https://www.youtube.com/watch?v=oerb-nwrXhk&feature=emb_title)
      • [link
      • [link - e)
      • [link

    • Talks / Courses / Tutorials / Workshops

Programming Languages
C++ 1
Categories
Neural Rendering 13 Visual Computing 11 Computer Graphics 6 Character Animation 5 Computer Vision 3 Audio 1
Sub Categories
Papers 26 Talks / Courses / Tutorials / Workshops 8 State of the Art / Surveys 2 Datasets 1 Projects 1