Instant Complexity Reduction in CNNs using Locality-Sensitive Hashing.
Lukas MeinerJens MehnertAlexandru Paul CondurachePublished in: CoRR (2023)
Keyphrases
- locality sensitive hashing
- complexity reduction
- nearest neighbor search
- fractal image compression
- image coding
- nearest neighbor
- similarity search
- brute force
- computational complexity
- hash functions
- sift features
- knn
- metric space
- indexing techniques
- high dimensional
- hamming distance
- range queries
- image retrieval
- cost model
- exhaustive search
- multiresolution
- compression ratio
- neural network
- image compression
- dimensionality reduction
- image data
- multiscale