UniCLIP: Unified Framework for Contrastive Language-Image Pre-training.
Janghyeon LeeJongsuk KimHyounguk ShonBumsoo KimSeung Hwan KimHonglak LeeJunmo KimPublished in: NeurIPS (2022)
Keyphrases
- unified framework
- image features
- input image
- image data
- multiscale
- image content
- image segmentation
- image classification
- image representation
- image retrieval
- image analysis
- edge detection
- single image
- similarity measure
- image pixels
- template matching
- natural language
- probabilistic model
- segmentation method
- image collections
- language learning
- hough transform
- training set
- feature points
- high resolution
- image regions
- training examples
- vector field
- markov random field
- pixel values
- denoising