KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models.
Zhiwei JiaPradyumna NarayanaArjun R. AkulaGarima PruthiHao SuSugato BasuVarun JampaniPublished in: ACL (industry) (2023)
Keyphrases
- language model
- image features
- language modeling
- image data
- n gram
- document retrieval
- speech recognition
- image content
- image representation
- probabilistic model
- language modelling
- query expansion
- image classification
- retrieval model
- information retrieval
- low level
- image retrieval
- computer vision
- co occurrence
- semantic information
- bag of words
- feature vectors
- query terms
- vector space model