FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models?
Zihao JiangYunkai DangDong PangHuishuai ZhangWeiran HuangPublished in: CoRR (2023)
Keyphrases
- language model
- pre trained
- image classification
- visual features
- language modeling
- document retrieval
- training data
- n gram
- probabilistic model
- speech recognition
- language modelling
- retrieval model
- query expansion
- image representation
- information retrieval
- bag of words
- training examples
- image features
- feature extraction
- test collection
- key frames
- statistical language models
- video sequences
- control signals
- document ranking
- smoothing methods
- visual words
- image annotation
- video shots
- relevance model
- sparse representation
- training samples
- appearance variations
- video data
- neural network