On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models.
Xinpeng WangShitong DuanXiaoyuan YiJing YaoShanlin ZhouZhihua WeiPeng ZhangDongkuan XuMaosong SunXing XiePublished in: CoRR (2024)
Keyphrases
- machine learning approaches
- case study
- strengths and weaknesses
- statistical model
- statistical approaches
- image alignment
- learning models
- linear regression
- big data
- machine learning methods
- real time
- complex systems
- parameter estimation
- probabilistic model
- search algorithm
- bayesian networks
- genetic algorithm
- information retrieval