1k citations · 1.4k across the 12 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2017★ 113 cited
Real-Time Adaptive Image Compression
Oren Rippel, Lubomir Bourdev
We present a machine learning-based approach to lossy image compression which outperforms all existing codecs, while running in real-time. Our algorithm typically produces files 2.…
stat.ML2015★ 60 cited
Metric Learning with Adaptive Density Discrimination
Oren Rippel, Manohar Paluri, Piotr Dollar +1
Distance metric learning (DML) approaches learn a transformation to a representation space where distance is in correspondence with a predefined notion of similarity. While such mo…