Exploiting Category Names for Few-Shot Classification with Vision-Language Models.
Taihong XiaoZirui WangLiangliang CaoJiahui YuShengyang DaiMing-Hsuan YangPublished in: CoRR (2022)
Keyphrases
- language model
- language modeling
- probabilistic model
- document retrieval
- n gram
- speech recognition
- information retrieval
- classification accuracy
- retrieval model
- language modelling
- pattern recognition
- machine learning
- statistical language models
- smoothing methods
- image classification
- text classification
- query expansion
- language model for information retrieval
- feature selection
- decision trees
- term dependencies
- feature vectors
- language models for information retrieval
- training set
- test collection
- query terms
- retrieval effectiveness
- video sequences
- cross lingual
- relevance model
- co occurrence
- feature space
- ad hoc information retrieval