Curl: Private LLMs through Wavelet-Encoded Look-Up Tables.
Manuel B. SantosDimitris MourisMehmet UgurbilStanislaw JareckiJosé ReisShubho SenguptaMiguel de VegaPublished in: IACR Cryptol. ePrint Arch. (2024)
Keyphrases
- entropy constrained trellis coded quantization
- wavelet transform
- image coding
- vector field
- multiresolution analysis
- multiscale
- wavelet coefficients
- denoising
- multiresolution
- private data
- wavelet analysis
- inverse problems in image processing
- wavelet neural network
- privacy preserving
- adaptive particle swarm optimization
- wavelet domain
- haar wavelet
- wavelet features
- image processing
- case study
- mexican hat
- anti noise
- wavelet tree
- public private
- feature extraction
- wavelet transformation
- spatial domain
- translation invariant
- neural network
- private information