01/19/2026 Reading Notes

I read some papers today. They are good.

Vector-Quantized Vision Foundation Models for Object-Centric Learning

• Contribution
  • Add semantic information to the discrete
• Related Wrok
  • Object-Centric Learning (OCL)
    • Related Work:
      • Object-Centric Learning with Slot Attention
• Method
  • Something
• Thoughts
  • Something

End-to-End Object Detection with Transfromers (DETR)

• Contribution
  • First to use Transformer for object detection
• Method
• Videos
  • 李沐: https://www.bilibili.com/video/BV1GB4y1X72R/
  • 秋刀鱼: https://www.bilibili.com/video/BV1T64y1D7NY/

Object-Centric Learning with Slot Attention

• Contribution
  • Classic work in Object-Centric Learning (OCL)
• Method
• Videos
  • 秋刀鱼大佬的视频: https://www.bilibili.com/video/BV1QL4y1s7NK/