Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering.
Duy M. H. NguyenHoang NguyenTruong Thanh Nhat MaiTri CaoBinh T. NguyenNhat HoPaul SwobodaShadi AlbarqouniPengtao XieDaniel SonntagPublished in: AAAI (2023)
Keyphrases
- unsupervised learning
- image representation
- image data
- input image
- image content
- reinforcement learning
- image analysis
- image classification
- image features
- single image
- low level
- image segmentation
- feature representation
- keypoints
- clustering method
- high resolution
- multiscale
- image retrieval
- learning process
- multiresolution
- prior knowledge
- segmentation algorithm
- edge detection
- data points
- similarity measure
- feature extraction
- test images
- region of interest
- pixel values
- clustering algorithm
- linear predictors
- automatically discovering