Search Results for author:
Found 6 papers, 2 papers with code
Locally-Adaptive Quantization for Streaming Vector Search
In this work, we study LVQ in streaming similarity search.
LeanVec: Searching vectors faster by making them fit
In this work, we present LeanVec, a framework that combines linear dimensionality reduction with vector quantization to accelerate similarity search on high-dimensional vectors while maintaining accuracy.
Similarity search in the blink of an eye with compressed indices
In this work, we present new techniques and systems for creating faster and smaller graph-based indices.
A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging
In this work, we propose the use of a hyperprior to model image patches, in order to stabilize the estimation procedure.
Probabilistic Fluorescence-Based Synapse Detection
The present work describes new probabilistic image analysis methods for single-synapse analysis of synapse populations in both animal and human brains.
Fundamental Limits in Multi-image Alignment
In this work, we tackle the problem of finding the performance limits in image registration when multiple shifted and noisy observations are available.
