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[summary] some panels and videos seen
2022-07-07 23:38:00 【It's classmate Wang】
- 20220615【AI for Science Physical information driven deep learning 】Panel
Panel issue :- Compared with traditional numerical methods, neural networks have potential advantages in which problems ?
- Embed prior physical knowledge into deep learning models and algorithms , It can effectively improve learning efficiency and ability . What are the important developments and trends in this direction ?
- Neural networks are solving PDE What are the important theoretical issues ?
- The theory that physical information drives Neural Networks 、 What are the main challenges in algorithms and Applications ? Is there a solution ?
- Visual data ( Especially video data ) Most of them are observations of the real physical world , How physical information can be applied to machine vision ( Such as 3D testing 、 Target tracking 、 Relationship modeling, etc ) To promote ?
- 20220323【 I want to find you :2D/3D Object detection and location 】Panel
Panel issue :- What new inspiration will the scientific research progress in the field of natural language bring to computer vision ?
- Transformer What are the applications and research prospects in the field of object detection and location ?
- 2D/3D What are the new directions in visual understanding ?
- How to reduce detection Required supervision ?
- How to deal with detection Long tailed distribution in ?
- 2D/3D What are the difficulties worthy of further study in visual positioning ?
- 20220427 Special report 【 Practical target tracking technology in complex scenes 】 Luhuchuan ( Dalian University of Technology )
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