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Notes and resources on Machine Learning

Learning Notes by Jiancheng Yang

Related projects:

  • M3DV/ai-deadlines: Top AI deadline countdowns (with an emphasis on computer vision and medical images).
  • M3DV/Kickstart: Study route for learners in machine learning / deep learning / computer vision.

Update 2021-04-13: I will no longer update my reading list regularly (see Archives), since now many reading materials of mine are not good to share publicly (e.g., conference / journal reviews). Besides, I only skim papers in most cases now, which makes it annoying to record everything using git. However, I will still share notes / Chinese videos on some really interesting papers.

Notes

Date Paper Venue Notes
20201228 Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion CVPR'20 commentary video (Chinese)
20201222 Rethinking Attention with Performers ICLR'21 commentary video (Chinese)

Archives

Readling List: 2020 | 2019 | 2018 | before 2018