Alex Bronstein

LDAHash: Improved Matching with Smaller Descriptors

Christoph Strecha, Alex Bronstein, Michael M. Bronstein et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 616 citations · Full text

RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection

Leonid Karlinsky, Joseph Shtok, Sivan Harary et al. · 2019 · 393 citations

Few-shot Learning, Dml Architecture, Multiple Instance Learning +16

DeepISP: Toward Learning an End-to-End Image Processing Pipeline

Eli Schwartz, Raja Giryes, Alex Bronstein · IEEE Transactions on Image Processing · 2018 · 254 citations · Full text

Deep Model, Convolutional Neural Network, Engineering +16

Delta-encoder: an effective sample synthesis method for few-shot object recognition

Eli Schwartz, Leonid Karlinsky, Joseph Shtok et al. · arXiv (Cornell University) · 2018 · 199 citations · Full text

Few-shot Learning, Engineering, Machine Learning +18

Learning Spectral Descriptors for Deformable Shape Correspondence

Roee Litman, Alex Bronstein · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 189 citations

Engineering, Spectral Descriptors, Statistical Shape Analysis +17