Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models.
Lingxi XieLonghui WeiXiaopeng ZhangKaifeng BiXiaotao GuJianlong ChangQi TianPublished in: CoRR (2023)
Keyphrases
- lessons learned
- language model
- computer vision
- language modeling
- n gram
- probabilistic model
- language modelling
- artificial general intelligence
- speech recognition
- document retrieval
- case study
- statistical language models
- information retrieval
- future directions
- test collection
- query expansion
- retrieval model
- image understanding
- participatory design
- pseudo relevance feedback
- context sensitive
- vector space model
- query terms
- smoothing methods
- action recognition
- pattern recognition
- machine learning
- relevance model
- term dependencies
- image features
- document length
- language models for information retrieval
- automatic speech recognition
- translation model
- query specific
- statistical language modeling