newbie-readings

Tools

• 【追新】https://paperswithcode.com/
• 【找某篇论文相关】Arxiv sanity preserver https://arxiv-sanity-lite.com/

Books

SE

• A Philosophy of Software Design
• Software Engineering at Google

CV

• Computer Vision: A Modern Approach

SLAM & Multi-view

• 【先读】视觉SLAM十四讲：从理论到实践
• Multiple view geometry in computer vision

ML

• https://probml.github.io/pml-book/

Tutorials

• Python https://google.github.io/styleguide/pyguide.html
• Transformer: The Annotated Transformer: https://nlp.seas.harvard.edu/2018/04/03/attention.html
• RL
  • 【先读】RL: http://ai.berkeley.edu/reinforcement.html
  • RL: https://deepmind.com/learning-resources/-introduction-reinforcement-learning-david-silver
• NeRF
  • https://www.bilibili.com/video/BV1Jt4y1x7PJ
  • CG: https://www.bilibili.com/video/BV1X7411F744 (Games 101)
• C++ https://google.github.io/styleguide/cppguide.html
• 旷视 B 站
  • CV master 系列：https://space.bilibili.com/504693811/channel/seriesdetail?sid=1873259&ctype=0
  • 课程系列：https://space.bilibili.com/504693811/channel/seriesdetail?sid=1873262&ctype=0