kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies.
Zhongrui GuiShuyang SunRunjia LiJianhao YuanZhaochong AnKarsten RothAmeya PrabhuPhilip H. S. TorrPublished in: CoRR (2024)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- text categorization
- k nearest neighbour
- distance function
- image segmentation
- similarity search
- neural network
- support vector machine svm
- text classification
- support vector machine
- knn classification
- classification algorithm
- knn algorithm
- training set
- supervised learning
- image retrieval
- multiscale
- information retrieval
- background subtraction
- locality sensitive hashing
- shows significant improvements
- hierarchical document clustering
- multimedia retrieval
- nearest neighbour
- classification method
- query processing
- face recognition
- data mining